Publication BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI Chengquan Guo, Yuzhou Nie, Chulin Xie, Zinan Lin, Wenbo Guo, Bo Li ICML 2026 | October 2026
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 2026 Industrial Track | August 2026
Publication TQP++: Bridging ML Compilers and Analytical Query Processing on GPUs Wei Cui, Peng Cheng, Carlo Curino, Rathijit Sen, Matteo Interlandi VLDB 2026 Industrial Track | August 2026
Publication Perfect Recall, Parallel Efficiency: Multi-Head Latent Attention for Million-Token-Context Decoding Yifan Guo, Wei Cui, Peng Cheng SPIGM @ ICML 2026 | July 2026
Publication Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Kiran Tomlinson, Tobias Schnabel, Adith Swaminathan, Jennifer Neville ICML | July 2026
Publication Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use Aradhye Agarwal, Gurdit Siyan, Yash Pandya, Joykirat Singh, Akshay Nambi, Ahmed Awadallah 2026 International Conference on Machine Learning (ICML) | July 2026
Publication 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
Publication 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
Publication HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu 2026 International Conference on Machine Learning | July 2026 Spotlight Acceptance
Publication 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