Researcher — paper.dinq.me

2026 顶会论文

作者位次 #6/6ICML 2026Poster· Deep Learning / Large Language Models

Tiny Brains, Giant Impact: Uncovering the Keystone Neurons of LLM with Just a Few Prompts

Xiangtian Ji · Yuxin Chen · Zhengzhou Cai · Xiang Wang · An Zhang · Tat-Seng Chua

作者位次 #9/9ICML 2026Poster

Who Transfers Safety? Identifying and Targeting Cross-Lingual Shared Safety Neurons

Xianhui Zhang · Chengyu Xie · Linxia Zhu · Yonghui Yang · Weixiang Zhao · Zifeng Cheng · Cong Wang · Fei Shen · Tat-Seng Chua

安全可解释性多语言与语言学OpenReview

作者位次 #6/7ICML 2026Poster

Hyperbolic Multimodal Continual Learning

Jiahong Liu · Ming Shen · Xiaohao Liu · ZHITAO YING · Menglin Yang · Tat-Seng Chua · Irwin King

多模态OpenReview

作者位次 #8/8ICML 2026Poster

Reasoning-VLA: An Efficient and Spatial-Guided General Vision-Language-Action Reasoning Model for Autonomous Driving

Dapeng Zhang · Zhenlong Yuan · Zhangquan Chen · Chih-Ting Liao · Yinda Chen · Fei Shen · Qingguo Zhou · Tat-Seng Chua

推理多模态效率与系统OpenReview

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

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control

Yonghui Yang · Wenjian Tao · Jilong Liu · Xingyu Zhu · Junfeng Fang · Huang Weibiao · Le Wu · Richang Hong · Tat-Seng Chua

对齐与偏好安全社会与人本OpenReview

作者位次 #8/8ICML 2026Poster· Deep Learning / Large Language Models

Transport and Merge: Cross-Architecture Merging for Large Language Models

Chenhang Cui · Binyun Yang · Fei Shen · Yuxin Chen · Jingnan Zheng · Xiang Wang · An Zhang · Tat-Seng Chua

长上下文与架构OpenReview

作者位次 #7/7ICML 2026Poster

Calibrated Multimodal Representation Learning with Missing Modalities

Xiaohao Liu · Xiaobo Xia · Jiaheng Wei · Shuo Yang · Xiu Su · See-Kiong Ng · Tat-Seng Chua

可解释性多模态OpenReview

作者位次 #6/7ICML 2026Poster

NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels

Junfeng Fang · Nachuan Chen · Houcheng Jiang · Dan Zhang · Xiangnan He · Tat-Seng Chua · Xiang Wang

OpenReview

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

TraceRouter: Robust Safety for Large Foundation Models via Path-Level Intervention

Chuancheng Shi · shangze li · Wenjun Lu · Wenhua Wu · Fei Shen · Cong Wang · Zifeng Cheng · Tat-Seng Chua

安全社会与人本OpenReview

作者位次 #12/12ICML 2026Poster· Social Aspects / Robustness

AgentNoiseBench: Benchmarking Robustness of Tool-Using LLM Agents Under Noisy Condition

Ruipeng Wang · Yuxin Chen · Yukai Wang · Chang Wu · Junfeng Fang · Xiaodong Cai · Qi GU · Hui Su · An Zhang · Xiang Wang · Xunliang Cai · Tat-Seng Chua

智能体与工具评测与基准社会与人本OpenReview

作者位次 #9/9ICML 2026Poster· Applications / Computer Vision

DNA: Uncovering Universal Latent Forgery Knowledge

Jingtong Dou · Chuancheng Shi · Anqi Yi · Shiming Guo · Wenhua Wu · Yemin Wang · Li Zhang · Fei Shen · Tat-Seng Chua

多模态检索与知识OpenReview

作者位次 #11/11ICML 2026Poster· Reinforcement Learning / Everything Else

Positive–Unlabeled Reinforcement Learning Distillation for On-Premise Small Models

Zhiqiang Kou · Junyang Chen · Xin-Qiang Cai · Xiaobo Xia · Ming-Kun Xie · Dong-Dong Wu · Biao Liu · Yuheng Jia · Xin Geng · Masashi Sugiyama · Tat-Seng Chua

强化学习与后训练OpenReview

作者位次 #9/9ICML 2026Poster

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Leheng Sheng · Yongtao Zhang · Wenchang Ma · Yaorui Shi · Ting Huang · Xiang Wang · An Zhang · Ke Shen · Tat-Seng Chua

长上下文与架构推理检索与知识OpenReview

作者位次 #12/12ICML 2026Poster

Learning to Self-Verify Makes Language Models Better Reasoners

Yuxin Chen · Yu Wang · Yi Zhang · Ziang Ye · Zhengzhou Cai · Yaorui Shi · Qi GU · Hui Su · Xunliang Cai · Xiang Wang · An Zhang · Tat-Seng Chua

推理OpenReview

作者位次 #6/8ICML 2026Poster· Deep Learning / Large Language Models

Training-Free Multimodal Large Language Model Orchestration

Tianyu Xie · Yuexiao Ma · Yuhang Wu · Wang Chen · Jiayi Ji · Tat-Seng Chua · Xiawu Zheng · Rongrong Ji