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2026 顶会论文

作者位次 #23/26NeurIPS 2026Poster· Applications

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

Terry Chen · Zhifan Ye · Bing Xu · Zihao Ye · Timmy Liu · Ali Hassani · Tianqi Chen · Andrew Kerr · Haicheng Wu · Vedaanta Agarwalla · Fengzhe Zhou · Shangda Li · Yang Xu · Yu-Jung Chen · Hanfeng Chen · Aditya Kane · Ronny Krashinsky · Ming-Yu Liu · Vinod Grover · Luis Ceze · Roger Bringmann · John Tran · Wei Liu · Feng Xie · Michael Lightstone · Humphrey Shi

智能体与工具检索与知识OpenReview

作者位次 #24/30NeurIPS 2026Poster

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Edward C Lin · Sahil Modi · Siva Kumar Sastry Hari · Qijing Huang · Zhifan Ye · Nestor Y. Qin · Fengzhe Zhou · Yuan Zhang · Jingquan Wang · Sana Damani · Dheeraj Peri · Ouye Xie · Aditya Kane · Michael behar · Rishabh Mehta · Vartika Singh · Vikram Sharma Mailthody · Terry Chen · Zihao Ye · Hanfeng Chen · Tianqi Chen · Vinod Grover · Wei Chen · Wei Liu · Eric Chung · Luis Ceze · Roger Bringmann · Michael Lightstone · Christos Kozyrakis · Humphrey Shi

评测与基准OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

Wei Liu · Yang Gu · Xi Yan · Zihan Nan · Beicheng Xu · Keyao Ding · Bin Cui · Wentao Zhang

智能体与工具检索与知识OpenReview

作者位次 #3/5KDD 2026Oral· Knowledge Discovery & Data Mining

CoFEH: LLM-driven Feature Engineering Empowered by Collaborative Bayesian Hyperparameter Optimization

Beicheng Xu · Keyao Ding · Wei Liu · Yupeng Lu · Bin Cui

检索与知识OpenReview

作者位次 #2/11KDD 2026Oral· Knowledge Discovery & Data Mining

PeroMAS: A Multi-agent System of Perovskite Material Discovery

Yishu Wang · Wei Liu · Yifan Li · Shengxiang Xu · Xujie Yuan · Ran Li · Yuyu Luo · Jia Zhu · Shimin Di · Min-Ling Zhang · Guixiang Li

智能体与工具检索与知识OpenReview

作者位次 #5/6KDD 2026Oral· Knowledge Discovery & Data Mining

PCA-OS: A Planetary Climate Adaptation Operating System

Chaoyue He · Xin Zhou · Di Wang · Hong Xu · Wei Liu · Chunyan Miao

检索与知识OpenReview

作者位次 #3/6ICRA 2026Oral· Robotics & Automation

4D Radar Diffusion with Adaptive Visual-Aided Condition for Point Cloud Enhancement

Renxiang Xiao · Yuanfan Zhang · Wei Liu · Guangzhong Dong · Yunjiang Lou · Liang Hu

多模态OpenReview

一作ICRA 2026Oral· Robotics & Automation

COMPASS: Cross-embOdiment Mobility Policy via ResiduAl RL and Skill Synthesis

Wei Liu · Huihua Zhao · Chenran Li · Yuchen Deng · Joydeep Biswas · Soha Pouya · Yan Chang

强化学习与后训练OpenReview

作者位次 #4/9IROS 2026Poster· Reinforcement Learning for Agile Humanoid and Legged Locomotion

AGILE: A Comprehensive Workflow for Humanoid Loco-Manipulation Learning

Huihua Zhao · Rafael Cathomen · Lionel Gulich · Wei Liu · Efe Ongan · Michael A. Lin · Shalin Jain · Soha Pouya · Yan Chang

强化学习与后训练评测与基准代码Reinforcement LearningSoftware Tools for Benchmarking and ReproducibilityHumanoid and Bipedal LocomotionOpenReview

作者位次 #6/7INFOCOM 2026Oral· Computer Communications & Networking

FlexInfer: A Multi-Agent Reinforcement Learning Approach for Device-Edge-Cloud Collaborative Inference

Yi Yue · Xiongyan Tang · Lexi Xu · Xuebei Zhang · Feile Li · Wei Liu · Chang Cao

智能体与工具强化学习与后训练效率与系统OpenReview

一作INFOCOM 2026Oral· Computer Communications & Networking

Power Control and Split Layer Co-Design for Efficient SplitFed Learning over Cell-Free Massive MIMO Networks

Wei Liu · Tianheng Xu · Xianfu Chen · Pei Peng · Charilaos C. Zarakovitis · Ting Zhou · Yuling Ouyang · Honglin Hu

效率与系统OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation

Wei Liu · Shengqiong Wu · Bobo Li · Haoyu Zhao · Hao Fei · Mong-Li Lee · Wynne Hsu

OpenReview

作者位次 #2/5AAAI 2026Poster· Artificial Intelligence

PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning

Beicheng Xu · Wei Liu · Keyao Ding · Yupeng Lu · Bin Cui

OpenReview

作者位次 #3/10AAAI 2026Poster· Artificial Intelligence

Long-form RewardBench: Evaluating Reward Models for Long-form Generation

Hui Huang · Yancheng He · Wei Liu · Muyun Yang · JIAHENG LIU · Kehai Chen · Bing Xu · Conghui Zhu · Hailong Cao · Tiejun Zhao

对齐与偏好评测与基准OpenReview

作者位次 #5/8AAAI 2026Poster· Artificial Intelligence

Think-J: Learning to Think for Generative LLM-as-a-Judge

Hui Huang · Yancheng He · Hongli Zhou · Rui Zhang · Wei Liu · Weixun Wang · JIAHENG LIU · Wenbo Su

评测与基准OpenReview

作者位次 #3/3AAAI 2026Poster· Artificial Intelligence

ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract)

Li-Chiao Wang · Chung-Shou Liao · Wei Liu

安全OpenReview

Wei Liu

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2026 顶会论文

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

CoFEH: LLM-driven Feature Engineering Empowered by Collaborative Bayesian Hyperparameter Optimization

PeroMAS: A Multi-agent System of Perovskite Material Discovery

PCA-OS: A Planetary Climate Adaptation Operating System

4D Radar Diffusion with Adaptive Visual-Aided Condition for Point Cloud Enhancement

COMPASS: Cross-embOdiment Mobility Policy via ResiduAl RL and Skill Synthesis

AGILE: A Comprehensive Workflow for Humanoid Loco-Manipulation Learning

FlexInfer: A Multi-Agent Reinforcement Learning Approach for Device-Edge-Cloud Collaborative Inference

Power Control and Split Layer Co-Design for Efficient SplitFed Learning over Cell-Free Massive MIMO Networks

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation

PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning

Long-form RewardBench: Evaluating Reward Models for Long-form Generation

Think-J: Learning to Think for Generative LLM-as-a-Judge

ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract)

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