Researcher — paper.dinq.me

2026 顶会论文

作者位次 #8/8ICML 2026Poster· Theory / Domain Adaptation and Transfer Learning

Domain Adaptive Object Detection via Dynamic Causal Refinement

Zeyu Ma · Jiaqi Huang · Yitong Qin · Ziqiang Zheng · Jiwei Wei · Jie Zou · Yang Yang · Heng Tao Shen

理论与学习动力学OpenReview

作者位次 #4/6ICML 2026Poster· Applications / Computer Vision

TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity

Xiao Cai · Pengpeng Zeng · Ji Zhang · Heng Tao Shen · Jingkuan Song · Lianli Gao

多模态OpenReview

作者位次 #6/6ICML 2026Poster· General Machine Learning / Unsupervised and Semi-supervised Learning

Towards One-for-All Anomaly Detection for Tabular Data

Shiyuan Li · Yixin Liu · Yu Zheng · Xiaofeng Cao · Shirui Pan · Heng Tao Shen

OpenReview

作者位次 #5/6ICML 2026Poster· Applications / Computer Vision

JANUS-LORA: A Balanced Low-Rank Adaptation for Continual Learning

Cheng Chen · Pengpeng Zeng · Yuyu Guo · Lianli Gao · Heng Tao Shen · Jingkuan Song

效率与系统多模态OpenReview

作者位次 #5/7ICML 2026Poster

Ego3S: Select, Strengthen, and Synchronize for Efficient Egocentric Reasoning

Shenshen Li · Kaiyuan Deng · RuoHuai Xie · Xing Xu · Heng Tao Shen · Yazhou Yao · Fumin Shen

推理效率与系统OpenReview

作者位次 #5/7ICML 2026Poster· Applications / Computer Vision

Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection

Longyu Yang · Jun Liu · Yap-Peng Tan · Fumin Shen · Heng Tao Shen · Xiaofeng Zhu · Ping Hu

多模态检索与知识OpenReview

作者位次 #5/6ICML 2026Poster· Social Aspects / Safety

Understanding and Mitigating Token-Pruning-Induced Vulnerabilities in VLMs

Shuailong Wang · Xinyu Lyu · Shengming Yuan · Jingkuan Song · Heng Tao Shen · Lianli Gao

安全多模态效率与系统OpenReview

作者位次 #6/6ICML 2026Poster· Applications / Computer Vision

M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model

Yihang Liu · Longzhen Yang · Jiaxiong Yang · Ying Wen · Lianghua He · Heng Tao Shen

可解释性多模态社会与人本OpenReview

作者位次 #5/7ICML 2026Poster· Social Aspects / Alignment

LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems

Zhiyuan Wang · Aniri - · Tianlong Chen · Yue Zhang · Heng Tao Shen · Xiaoshuang Shi · Kaidi Xu

对齐与偏好社会与人本OpenReview

作者位次 #6/6ICML 2026Poster· Applications / Robotics

Cross-Tactile Sensor Representation Learning

Yan Zhang · Zheng WANG · Pengpeng Zeng · Xing Xu · Jingkuan Song · Heng Tao Shen

可解释性OpenReview

Heng Tao Shen

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