출판 Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026
출판 PaT: Planning-after-Trial for Efficient Test-Time Code Generation Youngsik Yoon, Sungjae Lee, Seockbean Song, Siwei Wang, Wei Chen, Jungseul Ok The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026
출판 What to Ignore, What to React: Visually Robust RL Fine-Tuning of VLA Models Yu Peng, Jingjing Fu, Chuheng Zhang, Li Zhao, Jiang Bian, Mingyu Liu, Ling Zhang, Jun Zhang, Rui Wang May 2026
출판 PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning Heegeon Yoon, Eunseop Yoon, Jinqiu Hong, Soo-Hwan Eom, Gwanhyeong Koo, M. Hasegawa-Johnson, Qi Dai, Chong Luo, C. D. Yoo CVPR 2026 | May 2026
출판 On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length Sunghwan Kim, Junhee Cho, Beong-woo Kwak, Taeyoon Kwon, Liang Wang, Nan Yang, Xingxing Zhang, Furu Wei, Jinyoung Yeo ICML 2026 | May 2026
출판 Semantic Caching for Low-Cost LLM Serving: From Offline Learning to Online Adaptation Xutong Liu, Baran Atalar, Xiangxiang Dai, Jinhang Zuo, Siwei Wang, John C.S. Lui, Wei Chen, Carlee Joe-Wong IEEE International Conference on Computer Communications (INFOCOM) | May 2026
출판 Scaling Video Understanding via Compact Latent Multi-Agent Collaboration Kerui Chen, Jinglu Wang, Jianrong Zhang, Ming Li, Yang Lu, Hehe Fan May 2026
출판 SmartNIC-Enabled Live Migration for Storage-Optimized VMs with PYROCUMULUS Jiechen Zhao, Ran Shu, Lei Qu, Ziyue Yang, Rui Ma, Derek Chiou, Natalie Enright Jerger, Peng Cheng, Yongqiang Xiong NSDI | May 2026
출판 Offloading Cloud Network Services at Production Scale with SONiC DASH SmartSwitch Shaofeng Wu, Zhixiong Niu, Riff Jiang, Lawrence Lee, Junhua Zhai, Ze Gan, Vasundhara Volam, Prabhat Aravind, Prince Sunny, Prince George, Qi Luo, Evan Langlais, Soumya Tiwari, Venkat Satish Katta, Weixi Chen, Rishiraj Hazarika, Sachin Jain, Deven Jagasia, Michal Zygmunt, Avijit Gupta, Neeraj Motwani, Pranjal Shrivastava, Qiang Su, Anil Reddy Pannala, Kristina Moore, James Grantham, Anupam Pandey, Xin Liu, Guohan Lu, Gerald De Grace, Rishabh Tewari, Lihua Yuan, Erica Lan, Deepak Bansal, Dave Maltz, Yongqiang Xiong, Hong Xu May 2026
출판 SQuadGen: Generating Simple Quad Layouts via Chart Distance Fields Youkang Kong, Yang Liu, Yue Dong, Xin Tong, Harry Shum April 2026
Research
Research