Researcher — paper.dinq.me

2026 顶会论文

作者位次 #10/10ICLR 2026Poster· General Machine Learning / Representation Learning

Token-Efficient Item Representation via Images for LLM Recommender Systems

Kibum Kim · Sein Kim · HongSeok Kang · Jiwan Kim · Heewoong Noh · Yeonjun In · Kanghoon Yoon · Jinoh Oh · Julian McAuley · Chanyoung Park

可解释性多模态效率与系统OpenReview

作者位次 #4/4ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs

Jiwan Kim · Kibum Kim · Sangwoo Seo · Chanyoung Park

多模态推理强化学习与后训练OpenReview

作者位次 #5/5ICLR 2026Poster· Applications / Chemistry and Drug Discovery

IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra

Heewoong Noh · Namkyeong Lee · Gyoung S. Na · Kibum Kim · Chanyoung Park

智能体与工具OpenReview

作者位次 #4/4ACL 2026Poster· Natural Language Processing

Reasoning Structure Matters for Safety Alignment of Reasoning Models

Yeonjun In · Wonjoong Kim · Sangwu Park · Chanyoung Park

摘要

Large reasoning models (LRMs) achieve strong performance on complex reasoning tasks but often generate harmful responses to malicious user queries. This paper investigates the underlying cause of these safety risks and shows that the issue lies in the reasoning structure itself. Based on this ins...

强化学习与后训练安全推理OpenReview 项目页

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

PathCRF: Ball-Free Soccer Event Detection via Possession Path Inference from Player Trajectories

Hyunsung Kim · Kunhee Lee · Sangwoo Seo · Sang-Ki Ko · Jinsung Yoon · Chanyoung Park

效率与系统检索与知识OpenReview

作者位次 #7/7KDD 2026Oral· Knowledge Discovery & Data Mining

Learning Probabilistic Compositional Representation of Crystalline Materials

Namkyeong Lee · Heewoong Noh · Gyoung S. Na · Jimeng Sun · Tianfan Fu · Marinka Zitnik · Chanyoung Park

可解释性检索与知识长上下文与架构OpenReview

作者位次 #5/10KDD 2026Oral· Knowledge Discovery & Data Mining

The Second Workshop on SciSoc Agents & LLMs: Agentic AI for Scientific and Societal Advances

Jiayuan Ding · Wei Jin · Carl Yang · Yixin Wang · Chanyoung Park · Xiangliang Zhang · Jimeng Sun · Danai Koutra · B. Aditya Prakash · Yan Liu

智能体与工具检索与知识OpenReview

一作IROS 2026Poster· Learned Reasoning and Dynamics Models in Robotics

Distilling Collaborative Dynamics into Latent Space for Implicit Coordination in Decentralized Multi-Agent Manipulation

Chanyoung Park · Minsung Yoon · Andrew Jeong · Sung-eui Yoon

智能体与工具推理强化学习与后训练Multi-Robot SystemsMachine Learning for Robot ControlDeep Learning MethodsOpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

RAG-Enhanced Collaborative LLM Agents for Drug Discovery

Namkyeong Lee · Edward De Brouwer · Ehsan Hajiramezanali · Tommaso Biancalani · Chanyoung Park · Gabriele Scalia