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 Algorithm Generation via Creative Ideation Ruiying Ma, Chieh-Jan Mike Liang, Yanjie Gao, Francis Y. Yan ICLR (International Conference on Learning Representations) | April 2026
Publication Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration Leixian Shen, Yifang Wang, Huamin Qu, Xing Xie, Haotian Li CHI 2026 | April 2026
Publication How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters Yuying Tang, Jiayi Zhou, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu CHI 2026 | April 2026
Publication Combinatorial Rising Bandits Seockbean Song, Youngsik Yoon, Siwei Wang, Wei Chen, Jungseul Ok Proceedings of the 14th International Conference on Learning Representations (ICLR) | April 2026
Publication Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective Siwei Wang, Yifei Shen, Haoran Sun, Shi Feng, Shang-Hua Teng, Li Dong, Yaru Hao, Wei Chen Proceedings of the 14th International Conference on Learning Representations (ICLR) | April 2026
Publication Beyond Correctness: Learning Robust Reasoning via Transfer Hyunseok Lee, Soheil Abbasloo, Jihoon Tack, Jinwoo Shin February 2026
Publication Reducing the Costs of Proof Synthesis on Rust Systems by Scaling Up a Seed Training Set Nongyu Di, Tianyu Chen, Shan Lu, Shuai Lu, Yeyun Gong, Peng Cheng, Jay Lorch, Yuan Yao, Xiaoxing Ma February 2026 Projet
Publication Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition Dongyuan Li, Shun Zheng, Chang Xu, Jiang Bian, Renhe Jiang ICLR 2026 | February 2026
