Yifan Yang

Senior Researcher

Publications

Afficher par:

- OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies
  
  Mingjia Wang, Taiting Lu, Ziwei Dong, Si-Song Bei, Jingying Zeng, Runze Liu, Kaiyuan Lin, Hongxing Pan, Kai Zhang, Yizheng Hou, Yang Zheng, Chenchen Guo, Wei Meng, Shubin Lyu, Zhi Zheng, Dexun Wang, Xinyu Bai, S.-B. Qian, Zhangzixin, Meng Pan, Guoliang Shi, Lin Ma, Yifan Yang, Qi He, Yi-Chao Chen, Yincheng Jin, Sung-Liang Chen, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation
  
  Yanbo Ding, Yijia Fan, Caihua Shan, Yifan Yang, Yifei Shen, Weijie Wang, Xirui Hu, Dongsheng Li, Lili Qiu, Yuqing Yang, Yali Wang
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics
  
  Bowei Liu, Zheng Lu, Yuhan Bian, Xinchen Zhang, Xin Shui, Yuesheng Huang, Xuhuan Li, Zihao Liu, Yifan Yang, Jun Zhou, Xiu Li
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction
  
  Taiting Lu, Runze Liu, Ziwei Dong, Sisong Bei, Jingying Zeng, Mingjia Wang, Zhenghao Li, Kaiyuan Lin, Yi-Shan Wu, Yang Zheng, Hongxing Pan, Kai Zhang, Guoliang Shi, Lin Ma, Yifan Yang, Jiaying Lu, Qi He, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- DocAtlas: Long-Document Understanding as Mutable-State Interaction
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
  
  Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions
  
  Yasheng Sun, Zezi Zeng, Yifan Yang, Chong Luo, Wenyi Wang, Ziwei Liu, Jurgen Schmidhuber
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation
  
  Yifan Zhou, Qihao Yang, Yan Li, Donggang Li, Xiru Hu, Hokin Deng, Ziyang Gong, Xuanyi Zhou, Huacan Wang, Xiang-yu Yan, Wanghan Xu, Wenlong Zhang, Shaofeng Zhang, Yueying Zhou, Yifan Yang, Zhihang Zhong, Xue Yang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout
  
  Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, V. Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yicheng Jin, Mahanth Gowda
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Latent Spatial Memory for Video World Models
  
  Weijie Wang, Haoyu Zhao, Yifan Yang, Feng Chen, Zeyu Zhang, Yefei He, Zicheng Duan, Donny Y. Chen, Yuqing Yang, Bohan Zhuang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
  
  Wanli Li, Bowen Zhou, Yu Yu, Zhouyun Xu, Yifan Yang, Dongsheng Li, Caihua Shan
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners
  
  Zheng Lu, Mingqi Gao, Qi Xie, Wanqi Zhong, Hanwen Cui, Heng Cao, Zirui Song, Yifan Yang, Chong Luo, Bei Liu, Yiming Li
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
  
  Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue-Ting Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- SkillOpt: Executive Strategy for Self-Evolving Agent Skills
  
  Yifan Yang, Ziyang Gong, Weiquan Huang, Qihao Yang, Ziwei Zhou, Zisu Huang, Yan Li, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Yuqing Yang, Dongdong Chen, Xue-Ting Yang, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling
  
  Yida Wang, Yixin Liu, Taiting Lu, Lanqing Yang, Dian Ding, Juntao Zhou, Yifan Yang, Yi-Chao Chen, Mahanth Gowda
  
  November 2025
  
  November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Position: Towards Responsible Evaluation for Text-to-Speech
  
  Yifan Yang, Hui Wang, Bing Han, Shujie Liu, Jinyu Li, Yong Qin, Xie Chen
  
  ICML 2026 | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Publié par Microsoft
  
  Publication Accès
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  ICML 2026 | July 2025
  
  PDF DOI
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Projet
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  arXiv | February 2025
  
  DOI Publication Publication Github
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  2024 International Conference on Computer Vision | November 2024
  
  DOI Publication Github
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Chunyu Wang, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  Publication Github Projet
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  arXiv | October 2024
  
  DOI Publication Publication Projet
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Projet
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication

- DocAtlas: Long-Document Understanding as Mutable-State Interaction
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
  
  Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation
  
  Yifan Zhou, Qihao Yang, Yan Li, Donggang Li, Xiru Hu, Hokin Deng, Ziyang Gong, Xuanyi Zhou, Huacan Wang, Xiang-yu Yan, Wanghan Xu, Wenlong Zhang, Shaofeng Zhang, Yueying Zhou, Yifan Yang, Zhihang Zhong, Xue Yang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
  
  Wanli Li, Bowen Zhou, Yu Yu, Zhouyun Xu, Yifan Yang, Dongsheng Li, Caihua Shan
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners
  
  Zheng Lu, Mingqi Gao, Qi Xie, Wanqi Zhong, Hanwen Cui, Heng Cao, Zirui Song, Yifan Yang, Chong Luo, Bei Liu, Yiming Li
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- SkillOpt: Executive Strategy for Self-Evolving Agent Skills
  
  Yifan Yang, Ziyang Gong, Weiquan Huang, Qihao Yang, Ziwei Zhou, Zisu Huang, Yan Li, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Yuqing Yang, Dongdong Chen, Xue-Ting Yang, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
  
  Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue-Ting Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling
  
  Yida Wang, Yixin Liu, Taiting Lu, Lanqing Yang, Dian Ding, Juntao Zhou, Yifan Yang, Yi-Chao Chen, Mahanth Gowda
  
  November 2025
  
  November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Position: Towards Responsible Evaluation for Text-to-Speech
  
  Yifan Yang, Hui Wang, Bing Han, Shujie Liu, Jinyu Li, Yong Qin, Xie Chen
  
  ICML 2026 | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Publié par Microsoft
  
  Publication Accès
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Projet
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  2024 International Conference on Computer Vision | November 2024
  
  DOI Publication Github
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- DocAtlas: Long-Document Understanding as Mutable-State Interaction
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions
  
  Yasheng Sun, Zezi Zeng, Yifan Yang, Chong Luo, Wenyi Wang, Ziwei Liu, Jurgen Schmidhuber
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies
  
  Mingjia Wang, Taiting Lu, Ziwei Dong, Si-Song Bei, Jingying Zeng, Runze Liu, Kaiyuan Lin, Hongxing Pan, Kai Zhang, Yizheng Hou, Yang Zheng, Chenchen Guo, Wei Meng, Shubin Lyu, Zhi Zheng, Dexun Wang, Xinyu Bai, S.-B. Qian, Zhangzixin, Meng Pan, Guoliang Shi, Lin Ma, Yifan Yang, Qi He, Yi-Chao Chen, Yincheng Jin, Sung-Liang Chen, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation
  
  Yanbo Ding, Yijia Fan, Caihua Shan, Yifan Yang, Yifei Shen, Weijie Wang, Xirui Hu, Dongsheng Li, Lili Qiu, Yuqing Yang, Yali Wang
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics
  
  Bowei Liu, Zheng Lu, Yuhan Bian, Xinchen Zhang, Xin Shui, Yuesheng Huang, Xuhuan Li, Zihao Liu, Yifan Yang, Jun Zhou, Xiu Li
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction
  
  Taiting Lu, Runze Liu, Ziwei Dong, Sisong Bei, Jingying Zeng, Mingjia Wang, Zhenghao Li, Kaiyuan Lin, Yi-Shan Wu, Yang Zheng, Hongxing Pan, Kai Zhang, Guoliang Shi, Lin Ma, Yifan Yang, Jiaying Lu, Qi He, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout
  
  Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, V. Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yicheng Jin, Mahanth Gowda
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Latent Spatial Memory for Video World Models
  
  Weijie Wang, Haoyu Zhao, Yifan Yang, Feng Chen, Zeyu Zhang, Yefei He, Zicheng Duan, Donny Y. Chen, Yuqing Yang, Bohan Zhuang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling
  
  Yida Wang, Yixin Liu, Taiting Lu, Lanqing Yang, Dian Ding, Juntao Zhou, Yifan Yang, Yi-Chao Chen, Mahanth Gowda
  
  November 2025
  
  November 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Publié par Microsoft
  
  Publication Accès
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  ICML 2026 | July 2025
  
  PDF DOI
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Projet
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  arXiv | February 2025
  
  DOI Publication Publication Github
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  2024 International Conference on Computer Vision | November 2024
  
  DOI Publication Github
- LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Chunyu Wang, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  Publication Github Projet
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  arXiv | October 2024
  
  DOI Publication Publication Projet
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Projet
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication
- OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction
  
  Taiting Lu, Runze Liu, Ziwei Dong, Sisong Bei, Jingying Zeng, Mingjia Wang, Zhenghao Li, Kaiyuan Lin, Yi-Shan Wu, Yang Zheng, Hongxing Pan, Kai Zhang, Guoliang Shi, Lin Ma, Yifan Yang, Jiaying Lu, Qi He, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
  
  Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Projet
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version

- OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies
  
  Mingjia Wang, Taiting Lu, Ziwei Dong, Si-Song Bei, Jingying Zeng, Runze Liu, Kaiyuan Lin, Hongxing Pan, Kai Zhang, Yizheng Hou, Yang Zheng, Chenchen Guo, Wei Meng, Shubin Lyu, Zhi Zheng, Dexun Wang, Xinyu Bai, S.-B. Qian, Zhangzixin, Meng Pan, Guoliang Shi, Lin Ma, Yifan Yang, Qi He, Yi-Chao Chen, Yincheng Jin, Sung-Liang Chen, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation
  
  Yanbo Ding, Yijia Fan, Caihua Shan, Yifan Yang, Yifei Shen, Weijie Wang, Xirui Hu, Dongsheng Li, Lili Qiu, Yuqing Yang, Yali Wang
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics
  
  Bowei Liu, Zheng Lu, Yuhan Bian, Xinchen Zhang, Xin Shui, Yuesheng Huang, Xuhuan Li, Zihao Liu, Yifan Yang, Jun Zhou, Xiu Li
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction
  
  Taiting Lu, Runze Liu, Ziwei Dong, Sisong Bei, Jingying Zeng, Mingjia Wang, Zhenghao Li, Kaiyuan Lin, Yi-Shan Wu, Yang Zheng, Hongxing Pan, Kai Zhang, Guoliang Shi, Lin Ma, Yifan Yang, Jiaying Lu, Qi He, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- DocAtlas: Long-Document Understanding as Mutable-State Interaction
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
  
  Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions
  
  Yasheng Sun, Zezi Zeng, Yifan Yang, Chong Luo, Wenyi Wang, Ziwei Liu, Jurgen Schmidhuber
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation
  
  Yifan Zhou, Qihao Yang, Yan Li, Donggang Li, Xiru Hu, Hokin Deng, Ziyang Gong, Xuanyi Zhou, Huacan Wang, Xiang-yu Yan, Wanghan Xu, Wenlong Zhang, Shaofeng Zhang, Yueying Zhou, Yifan Yang, Zhihang Zhong, Xue Yang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout
  
  Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, V. Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yicheng Jin, Mahanth Gowda
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Latent Spatial Memory for Video World Models
  
  Weijie Wang, Haoyu Zhao, Yifan Yang, Feng Chen, Zeyu Zhang, Yefei He, Zicheng Duan, Donny Y. Chen, Yuqing Yang, Bohan Zhuang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
  
  Wanli Li, Bowen Zhou, Yu Yu, Zhouyun Xu, Yifan Yang, Dongsheng Li, Caihua Shan
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners
  
  Zheng Lu, Mingqi Gao, Qi Xie, Wanqi Zhong, Hanwen Cui, Heng Cao, Zirui Song, Yifan Yang, Chong Luo, Bei Liu, Yiming Li
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- SkillOpt: Executive Strategy for Self-Evolving Agent Skills
  
  Yifan Yang, Ziyang Gong, Weiquan Huang, Qihao Yang, Ziwei Zhou, Zisu Huang, Yan Li, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Yuqing Yang, Dongdong Chen, Xue-Ting Yang, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
  
  Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue-Ting Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling
  
  Yida Wang, Yixin Liu, Taiting Lu, Lanqing Yang, Dian Ding, Juntao Zhou, Yifan Yang, Yi-Chao Chen, Mahanth Gowda
  
  November 2025
  
  November 2025
  
  Publication
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  arXiv | February 2025
  
  DOI Publication Publication Github
- LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Chunyu Wang, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  arXiv | November 2024
  
  Publication Github Projet
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  arXiv | October 2024
  
  DOI Publication Publication Projet
- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Position: Towards Responsible Evaluation for Text-to-Speech
  
  Yifan Yang, Hui Wang, Bing Han, Shujie Liu, Jinyu Li, Yong Qin, Xie Chen
  
  ICML 2026 | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  ICML 2026 | July 2025
  
  PDF DOI
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Projet
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  2024 International Conference on Computer Vision | November 2024
  
  DOI Publication Github
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Publié par Microsoft
  
  Publication Accès
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Projet
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication

Yifan Yang

Publications

OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies

Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation

VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics

OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction

DocAtlas: Long-Document Understanding as Mutable-State Interaction

XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding

RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout

Latent Spatial Memory for Video World Models

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents

A Comprehensive Ecosystem for Open-Domain Customized Video Generation

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding

EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling

AVA: Towards Agentic Video Analytics with Vision Language Models

Position: Towards Responsible Evaluation for Text-to-Speech

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Region-Adaptive Sampling for Diffusion Transformers

REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents

LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation

Reviving Cloud Gaming Sessions

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

Real-Time Neural Video Recovery and Enhancement on Mobile Devices

Understanding and Improving Training-free Loss-based Diffusion Guidance

Large Multimodal Model for Real-World Radiology Report Generation

Attentive Mask CLIP

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Similarity Distribution based Membership Inference Attack on Person Re-identification

Towards Inference Efficient Deep Ensemble Learning

Directional Self-supervised Learning for Heavy Image Augmentations

DocAtlas: Long-Document Understanding as Mutable-State Interaction

XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding

RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents

VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

ICLabAgent: Multi-Agent LMM Framework for Integrated Circuit Footprint Geometry Labeling

AVA: Towards Agentic Video Analytics with Vision Language Models

Position: Towards Responsible Evaluation for Text-to-Speech

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning