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2026 顶会论文

作者位次 #3/8ICML 2026Poster

Causal Disentangled Anchor Learning for Scalable Fair Multi-view Clustering

Suyuan Liu · Shengfei Wei · Wenjing Yang · Shengju Yu · Siwei Wang · Xueqiong Li · Wenpeng Lu · Xinwang Liu

OpenReview

作者位次 #8/8ICML 2026Poster

DR$^2$Seg: Decomposed Two-Stage Rollouts for Efficient Reasoning Segmentation in Multimodal Large Language Models

Yulin He · Wei Chen · Zhikang Jian · Tianhang Guo · Wenjuan Zhou · Minglong Li · Shaowu Yang · Wenjing Yang

推理多模态效率与系统OpenReview

作者位次 #6/6ICML 2026Poster

Do-Prompt: Causal Interventions Meet Variational Prompt Bottlenecks

Xueting Chen · Jun-Jie Huang · Yan Yan · Long Lan · Yuhua Tang · Wenjing Yang

OpenReview

作者位次 #6/6ICML 2026Poster

Hierarchical Anchor Graph Learning for Multi-View Clustering

Xingchen Hu · Miao Jia · Jiyuan Liu · Siwei Wang · KE LIANG · Wenjing Yang

OpenReview

作者位次 #14/16ICML 2026Poster· General Machine Learning / Everything Else

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Xinpeng Lv · Yunxin Mao · Renzhe Xu · Chunyuan Zheng · Yikai Chen · Haoxuan Li · Jinxuan Yang · Yuanlong Chen · Kun Kuang · Mingyang Geng · Shixuan Liu · Wanrong Huang · Shaowu Yang · Wenjing Yang · Zhouchen Lin · Haotian Wang

对齐与偏好OpenReview

作者位次 #12/14ICML 2026Poster· General Machine Learning / Everything Else

Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

Xinpeng Lv · Yunxin Mao · Renzhe Xu · Chunyuan Zheng · Yikai Chen · Haoxuan Li · Yang Shi · Jinxuan Yang · Yuanlong Chen · Yuanxing Zhang · Shaowu Yang · Wenjing Yang · Zhouchen Lin · Haotian Wang

OpenReview

作者位次 #12/14ICML 2026Poster· General Machine Learning / Causality

Unveiling Prior-Data Fitted Networks on Causal Effect Estimation: Pre-Training or Fine-Tuning?

Haotian Wang · Xinpeng Lv · Hao Zou · Yanghao Xiao · Shanzhi Gu · Yang Shi · Yunxin Mao · Yuanxing Zhang · Mingyang Geng · Shaowu Yang · Haoxuan Li · Wenjing Yang · Peng Cui · Zhouchen Lin

强化学习与后训练数据与预训练OpenReview

作者位次 #6/10ICML 2026Poster

Federated Multi-view Clustering for Remote Sensing Data

Renxiang Guan · Xiang Yang · Hao Yu · Siwei Wang · Suyuan Liu · Wenjing Yang · Jun-Jie Huang · Ao Li · Xinwang Liu · Yuhua Tang

OpenReview

作者位次 #9/10ICML 2026Poster· Deep Learning / Large Language Models

LogicSAGE: Neuro-Symbolic Reasoning with Socratic-Guided Enhancement

Jinlong Tian · Jiang Yu · Kewei Cheng · Fengxiang Cheng · Yue He · Yunfei Wang · Haotian Wang · Haoxuan Li · Wenjing Yang · Shixuan Liu

推理OpenReview

作者位次 #8/9ICML 2026Poster· Deep Learning / Large Language Models

MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

He Li · Haoang Chi · Qizhou Wang · Yunxin Mao · Zhiheng Zhang · Jie Tan · Tongliang Liu · Wenjing Yang · Bo Han

评测与基准安全OpenReview

作者位次 #7/8ICRA 2026Oral· Robotics & Automation

MM-TRELLIS: Point-Cloud Guided Multi-Modal 3D Vehicle Generation in Autonomous Driving

Hongli Xiao · Youjian Zhang · Yucai Bai · Chaoyue Wang · Yaohui Jin · Xiaoguang Ren · Wenjing Yang · Long Lan

多模态OpenReview

作者位次 #8/10AAAI 2026Poster· Artificial Intelligence

Detecting Unobserved Confounders: A Kernelized Regression Approach

Yikai Chen · Yunxin Mao · Chunyuan Zheng · Hao Zou · Shanzhi Gu · Shixuan Liu · Yang Shi · Wenjing Yang · Kun Kuang · Haotian Wang

OpenReview

作者位次 #10/11AAAI 2026Poster· Artificial Intelligence

Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents

Xinpeng Lv · Chunyuan Zheng · Yunxin Mao · Renzhe Xu · Hao Zou · Shanzhi Gu · Liyang Xu · Huan Chen · Yuanlong Chen · Wenjing Yang · Haotian Wang

智能体与工具可解释性社会与人本OpenReview

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

ECD: Evidence-guided Contrastive Decoding in Retrieval-Augmented Generation with Accurate Knowledge Reference Adjustment

Yize Sui · Yan Xu · Kun Hu · Jing Ren · Wenjing Yang

检索与知识代码OpenReview

Wenjing Yang

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2026 顶会论文

Causal Disentangled Anchor Learning for Scalable Fair Multi-view Clustering

DR$^2$Seg: Decomposed Two-Stage Rollouts for Efficient Reasoning Segmentation in Multimodal Large Language Models

Do-Prompt: Causal Interventions Meet Variational Prompt Bottlenecks

Hierarchical Anchor Graph Learning for Multi-View Clustering

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

Unveiling Prior-Data Fitted Networks on Causal Effect Estimation: Pre-Training or Fine-Tuning?

Federated Multi-view Clustering for Remote Sensing Data

LogicSAGE: Neuro-Symbolic Reasoning with Socratic-Guided Enhancement

MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

MM-TRELLIS: Point-Cloud Guided Multi-Modal 3D Vehicle Generation in Autonomous Driving

Detecting Unobserved Confounders: A Kernelized Regression Approach

Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents

ECD: Evidence-guided Contrastive Decoding in Retrieval-Augmented Generation with Accurate Knowledge Reference Adjustment

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