Algorithms

Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.

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Published Date

Publication

CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments

Yuxuan Li, Will Epperson, Wesley Deng, Zezhou Huang

September 2026

arXiv | September 2026

Publication

Reward Hacking Challenges Oversight of Autonomous Research Agents

Yue Huang, Zhangchen Xu, Yuchen Ma, Wenjie Wang, Zheyuan Liu, Ziwei Xu, Pin-Yu Chen, Michel Galley, Zinan Lin, S. Feuerriegel, Radha Poovendran, Misha Sra, Alex Pentland, Xiangliang Zhang, Zichen Chen

September 2026

arXiv | September 2026

Publication

The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks

Wenbo Pan, Zhichao Liu, Shujie Liu, Jingying Zeng, Chin-Yew Lin, Xianfeng Tang, Yan Lu, Qi He, Xiaohua Jia

September 2026

arXiv | September 2026

Publication

A Deeper Look at Depth: Stable Generation Accounting for Quantifier Reasoning

Can Cebeci, Nikolaj Bjørner, George Candea, Clément Pit-Claudel

September 2026

arXiv | September 2026

Publication

Merge++: Universal Merge Refinement Through Data-Free Checkpoint Inversion

A. Pola, Vineeth N Balasubramanian

September 2026

arXiv | September 2026

Publication

Hardness of Online Directed Steiner Network

Gary Hoppenworth, Yao-Wei Long, Sepideh Mahabadi, Jakub Tarnawski

September 2026

arXiv | September 2026

Publication

Uncertainty-Aware RL-Controlled Adaptive 3D Mapping

Alpay Ozkan, T. Aydın, Marc Pollefeys, Jelena Trisovic, Dániel Baráth

September 2026

arXiv | September 2026

Publication

Optimization over covariance matrices with a parameterized metric

Yi-Bang Li, Bamdev Mishra, Pratik Jawanpuria, Cyrus Mostajeran

September 2026

arXiv | September 2026

Publication

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals

Lihao Sun, Hang Dong, Bo Qiao, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan

ACL’26 main

Publication

From task to tutorial: an automated GUI framework for excel tutorial document and video creation

Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin 林庆维, Saravan Rajmohan, Shi Han, Dongmei Zhang

FSE’26 industry