Publication ZipFlow: a Compiler-based Framework to Unleash Compressed Data Movement for Modern GPUs Gwangoo Yeo, Zhiyang Shen, Wei Cui, Matteo Interlandi, Rathijit Sen, Bailu Ding, Qi Chen, Minsoo Rhu VLDB Industrial 26 | August 2026
Publication GPU Acceleration of SQL Analytics on Compressed Data Zezhou Huang, Krystian Sakowski, H. Lehnert, Wei Cui, Carlo Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen VLDB 26 | August 2026, Vol abs/2506.10092
Publication 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
Publication 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
Publication 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
Publication 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
Publication 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
Publication 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
Publication Scaling Video Understanding via Compact Latent Multi-Agent Collaboration Kerui Chen, Jinglu Wang, Jianrong Zhang, Ming Li, Yang Lu, Hehe Fan May 2026
Publication 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