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 UniFluids: Unified Neural Operator Learning with Conditional Flow-matching Haosen Li, Qi Meng, Jiahao Li, Rui Zhang, Ruihua Song, Liang Ma, Zhi-Ming Ma March 2026 arXiv | March 2026 Preprint
Publication Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dongsheng Li, Yuqing Yang March 2026
Publication Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook Jaehyeok Lee, Xiaoyuan Yi, Jingtao Yao, Hyunjin Hwang, Roy Ka-Wei Lee, Xing Xie, Jinyeong Bak March 2026 arXiv | March 2026
Publication Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo ICML 2026 | March 2026
Publication ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao IEEE Transactions on Image Processing | March 2026, Vol 35: pp. 2714-2726
Publication CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie ICML 2026 | March 2026
Publication Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei March 2026 arXiv | March 2026
Publication Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models Jiajun He, Zongyu Guo, Zhaoyang Jia, Xiaoyi Zhang, Jiahao Li, Xiao Li, Bin Li, José Miguel Hernández-Lobato, Yan Lu 2026 ICML 2026 | March 2026
Publication LUMINA: LLM-Guided GPU Architecture Exploration via Bottleneck Analysis Tao Zhang, Rui Ma, Shuotao Xu, Yongqiang Xiong, Peng Cheng March 2026 arxiv | March 2026
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