论文与出版物 GPU Acceleration of SQL Analytics on Compressed Data Zezhou Huang, Krystian Sakowski, H. Lehnert, Wei Cui, C. Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen VLDB 26 | August 2026, 第 abs/2506.10092 卷
论文与出版物 Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Kiran Tomlinson, Tobias Schnabel, Adith Swaminathan, Jennifer Neville ICML | July 2026
论文与出版物 Evaluation Validity in Information Retrieval Paul Thomas, Nick Craswell, Mark Sanderson, Seth Spielman, Robert Sim, Ryen W. White 2026 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026
论文与出版物 Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing Linxi Jiang, Rui Xi, Zhijie Liu, Shuo Chen, Zhiqiang Lin, Suman Nath 2026 International Conference on Machine Learning | July 2026
论文与出版物 CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin 林庆维, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang ACL Industry Track | July 2026
论文与出版物 EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video Yuanmin Tang, Jue Zhang, Xiaoting Qin, Jing Yu, Meikang Qiu, Gaopeng Gou, Gang Xiong, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang, Qi Wu ACL Findings | July 2026
论文与出版物 An Eye Tracking Study: Are AI Overviews Changing Search Behavior? Sara Allawati, Dana McKay, Mark Sanderson, Paul Thomas, Johanne R Trippas 2026 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026
论文与出版物 ExVerus: Verus Proof Repair via Counterexample Reasoning Jun Yang, Yuechun Sun, Yi Wu, Rodrigo Caridad, Yongwei Yuan, Jianan Yao, Shan Lu, Kexin Pei International Conference on Machine Learning | July 2026 项目
论文与出版物 Rearchitecting the Datacenter Lifecycle for AI Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Ricardo Bianchini ISCA | June 2026 项目
论文与出版物 Serving Models, Fast and Slow:Optimizing Heterogeneous LLM Inferencing Workloads at Scale Kunal Jain, A. Parayil, Ankur Mallick, Rujia Wang, Renee St. Amant, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Shashwat Jaiswal, Yogesh Simmhan, Anoop Kulkarni, Steve Kofsky ACM Sigmetrics 2026 | June 2026 项目