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 Evaluating the Practical Effectiveness of LLM-Driven Index Tuning with Microsoft Database Tuning Advisor Xiaoying Wang, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri Proceedings of the VLDB Endowment (VLDB 2026) | August 2026
Publication Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization Kaushik Rajan, Sampath Rajendra, Momin Al-Ghosien, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Yinan Li, Lukas M. Maas, Craig Peeper, Surajit Chaudhuri, Johannes Gehrke VLDB 2026 | August 2026
Publication Principled Design of Indexing Functions for Memory Coloring Stephan Dübler, Jana Hofmann, Boris Köpf, Stavros Volos 35th USENIX Security Symposium | August 2026 Project
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 Private Learning with Public Feature Conditioning Shuli Jiang, Walid Krichene, Nicolas Mayoraz 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 PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards Minh-Quan Le, Gaurav Mittal, Cheng Zhao, David Gu, Dimitris Samaras, Mei Chen ICML 2026 | July 2026