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Published Date

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

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

Rearchitecting the Datacenter Lifecycle for AI

Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Ricardo Bianchini

ISCA | June 2026

Project

Event

Ada Workshop 2026 「Her Light, Author Your Future」

Upcoming: June 11, 2026 | Tokyo, Japan

Her Light, Author Your Future – Your future is yours to shape. “Her Light” does not belong only to someone special. It is the light that has been quietly growing within each person—through everyday learning,…

Publication

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

Project

Artificial Intelligence

Highlights