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2026 顶会论文

作者位次 #11/12ICML 2026Poster· Deep Learning / Large Language Models

CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments

Lingyue Fu · Xin Ding · Linyue Pan · Yaoming Zhu · Shao Zhang · Lin Qiu · Xuezhi Cao · Xunliang Cai · Jiaxin Ding · Weiwen Liu · Weinan Zhang · Yong Yu

智能体与工具评测与基准代码OpenReview

作者位次 #5/5ICML 2026Poster· Deep Learning / Theory

Position: Agentic AI Is a Foreseeable Pathway to AGI

Junwei Liao · Shuai Li · Muning Wen · Jun Wang · Weinan Zhang

智能体与工具理论与学习动力学OpenReview

作者位次 #3/5ICML 2026Poster· Deep Learning / Large Language Models

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search

Qingyao Li · Weiwen Liu · Weinan Zhang · Yong Yu · Bo An

安全检索与知识代码OpenReview

作者位次 #8/9ICML 2026Poster· Social Aspects / Safety

Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents

Rong Shan · Te Gao · Hang Zheng · Yunjia Xi · Jiachen Zhu · Zeyu Zheng · Yong Yu · Weinan Zhang · Jianghao Lin

智能体与工具安全社会与人本OpenReview

作者位次 #9/10ICML 2026Poster· Deep Learning / Large Language Models

Revealing Behavioral Plasticity in Large Language Models: A Token-Conditional Perspective

Liyuan Mao · Le Yu · Jing Zhou · Chujie Zheng · Bowen Yu · Chang Gao · Shixuan Liu · An Yang · Weinan Zhang · Junyang Lin

OpenReview

作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models

MonoScale: Scaling Multi-Agent System with Monotonic Improvement

Shuai Shao · Yixiang Liu · Bingwei Lu · Weinan Zhang

智能体与工具OpenReview

作者位次 #9/9ICML 2026Poster· Applications / Robotics

Scalable and General Whole-Body Control for Cross-Humanoid Locomotion

Yufei Xue · Yunfeng Lin · Wentao Dong · Yang Tang · Jingbo Wang · Jiangmiao Pang · Ming Zhou · Minghuan Liu · Weinan Zhang

社会与人本OpenReview

作者位次 #7/8ICML 2026Poster· Reinforcement Learning / Batch/Offline

RAD: Retrieval High-quality Demonstrations to Enhance Decision-making

Lu Guo · Yixiang Shan · Zhengbang Zhu · Qifan Liang · Lichang Song · Ting Long · Weinan Zhang · Yi Chang

强化学习与后训练检索与知识OpenReview

作者位次 #7/10ICML 2026Poster· Deep Learning / Large Language Models

Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis

Yujie Zheng · Zhuo Li · Shengtao Zhang · Jiaqian Wang · Junjie Sheng · Junchi Yan · Weinan Zhang · Ying Wen · Bo Tang · Muning Wen

检索与知识OpenReview

Weinan Zhang

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