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2026 顶会论文

作者位次 #2/7NeurIPS 2026Poster

ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction

Jiheng Liang · Chen Zhao · Di Wu · Chenyang Bu · Yunpeng Hong · Xingquan Zhu · Yi He

评测与基准检索与知识OpenReview

作者位次 #8/9NeurIPS 2026Poster

HierFlow: Hierarchical Coupled Dual-Space Search for Automatic Agentic Workflow Generation

Dong Li · Yanchi Liu · Xujiang Zhao · Wei Cheng · Zhengzhang Chen · Xintao Wu · Zhong Chen · Chen Zhao · Haifeng Chen

智能体与工具检索与知识OpenReview

作者位次 #7/9ACL 2026Poster· Natural Language Processing

Uncertainty-Aware Test-Time Search for Optimization Problem Solving

Linlin Yu · Xujiang Zhao · Dong Li · Yanchi Liu · Wei Cheng · Zhengzhang Chen · Chen Zhao · Feng Chen · Haifeng Chen

摘要

Automatically solving optimization problems from natural language descriptions with both efficiency and reliability is highly desirable but remains challenging. Language model hallucinations and the limited availability of labeled datasets often result in misaligned formulations, code errors, and...

效率与系统评测与基准推理OpenReview 项目页

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

AI for Precision Medicine: Histopathology-centered Computational Analysis of Spatial Omics: Integration, Mapping, and Foundation Models

Ninghui Hao · Boshen Yan · Dong Li · Xintao Wu · Chen Zhao · Guihong Wan

检索与知识OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

The 5th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)

Chen Zhao · Feng Chen · Xintao Wu · Haifeng Chen

检索与知识社会与人本OpenReview

作者位次 #2/6KDD 2026Oral· Knowledge Discovery & Data Mining

The 5th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)

Xujiang Zhao · Chen Zhao · Feng Chen · Jin-Hee Cho · Hua Wei · Haifeng Chen

推理检索与知识OpenReview

作者位次 #2/8AAAI 2026Poster· Artificial Intelligence

Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models

Zhixia He · Chen Zhao · Minglai Shao · Xintao Wu · Xujiang Zhao · Dong Li · Qin Tian · Linlin Yu

多模态OpenReview

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

MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery

Dong Li · Zhengzhang Chen · Xujiang Zhao · Linlin Yu · Zhong Chen · Yi He · Haifeng Chen · Chen Zhao

智能体与工具强化学习与后训练OpenReview

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

LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs

Xiaoxu Ma · Dong Li · Minglai Shao · Xintao Wu · Chen Zhao

OpenReview

作者位次 #4/4AAAI 2026Poster· Artificial Intelligence

SkillGen: Learning Domain Skills for In-Context Sequential Decision Making

Ruomeng Ding · Wei Cheng · Minglai Shao · Chen Zhao

OpenReview

作者位次 #4/6AAAI 2026Poster· Artificial Intelligence

Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract)

Yang Yan · Matthew W. Chen · Jiayi Lyu · Chen Zhao · Hao Gao · Zhong Chen

强化学习与后训练OpenReview

Chen Zhao

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