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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

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

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

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

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

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

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

Publication

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

Project

Publication

Differentially Private Synthetic Data via APIs 4: Tabular Data

Toan Tran, Arturs Backurs, Zinan Lin, Victor Reis, Li Xiong, Sergey Yekhanin

ICML 2026 | July 2026

Project

Artificial Intelligence

Highlights