Researcher — paper.dinq.me

2026 顶会论文

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

Singular Proxies for Adaptive Caching in Diffusion Language Models

Wenhao SUN · Rong-Cheng Tu · Yifu Ding · Zhao Jin · Jingyi Liao · Yongcheng Jing · Dacheng Tao

长上下文与架构OpenReview

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

Language-based Trial and Error Falls Behind in the Era of Experience

Haoyu Wang · Guozheng Ma · Shugang Cui · Yilun Kong · Haotian Luo · Li Shen · Mengya Gao · Yichao Wu · Xiaogang Wang · Dacheng Tao

OpenReview

作者位次 #5/5ICML 2026Poster· Social Aspects / Security

Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing

Leyi Qi · Yiming Li · Siyuan Liang · Zhengzhong Tu · Dacheng Tao

安全多模态社会与人本OpenReview

作者位次 #5/5ICML 2026Poster· Social Aspects / Security

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting

Quang Duc Nguyen · Siyuan Liang · Yiming Li · Fushuo Huo · Dacheng Tao

安全社会与人本OpenReview

作者位次 #6/6ICML 2026Spotlight· Reinforcement Learning / Deep RL

What Makes Value Learning Efficient in Residual Reinforcement Learning?

Guozheng Ma · Lu Li · Haoyu Wang · Zixuan Liu · Pierre-Luc Bacon · Dacheng Tao

强化学习与后训练效率与系统OpenReview

作者位次 #4/4ICML 2026Poster· Social Aspects / Safety

OSCS: Online Selection with Provable FAR Control for LLM Safety

Zirui Hu · Zheng Zhang · Yingjie Wang · Dacheng Tao

安全社会与人本理论与学习动力学OpenReview

作者位次 #5/5ICML 2026Poster· Applications / Health / Medicine

MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulation

Yu Zhao · Hao Guan · Yongcheng Jing · Ying Zhang · Dacheng Tao

社会与人本推理效率与系统OpenReview

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

Better, Faster: Harnessing Self-Improvement in Large Reasoning Models

Qihuang Zhong · Liang Ding · Juhua Liu · Bo Du · Leszek Rutkowski · Dacheng Tao

推理强化学习与后训练OpenReview

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

Attribution-Guided and Coverage-Maximized Pruning for Structural MoE Compression

Yifu Ding · jiacheng wang · Ge Yang · Yongcheng Jing · Jinyang Guo · Xianglong Liu · Dacheng Tao

效率与系统OpenReview

作者位次 #6/6ICML 2026Poster· Deep Learning / Everything Else

Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training

Qihuang Zhong · Liang Ding · Wenjie Xuan · Juhua Liu · Bo Du · Dacheng Tao

多模态推理强化学习与后训练OpenReview

Dacheng Tao

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