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2026 顶会论文

作者位次 #11/11ICLR 2026Poster· Deep Learning / Graph Neural Networks

Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization

Chen Haibo · Xin Wang · Guanheng Chen · Yuan Meng · Haoyang Li · Yang Yao · Zeyang Zhang · Zhiqiang Zhang · JUN ZHOU · Ling Feng · Wenwu Zhu

理论与学习动力学OpenReview

作者位次 #10/10ICLR 2026Poster

SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration

Ye Li · Yuan Meng · Zewen Sun · Kangye Ji · Chen Tang · Jiajun Fan · Xinzhu Ma · Shu-Tao Xia · Zhi Wang · Wenwu Zhu

效率与系统OpenReview

作者位次 #6/6CVPR 2026Poster· Computer Vision & Pattern Recognition

ModularAgent: A Task-Aware Modular Framework for Joint Optimization of Multimodal Large Language Models and World Models

Yu-Wei Zhan · Xin WANG · Pengzhe Mao · Tongtong Feng · Ren Wang · Wenwu Zhu

多模态OpenReview 项目页

作者位次 #6/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Reasoning Diffusion for Unpaired Test Time Out-of-distribution Text-Image to Video Generation

Zirui Pan · Xin WANG · Yipeng Zhang · Hong Chen · Kecheng Zheng · Wenwu Zhu

多模态推理OpenReview 项目页

作者位次 #7/7SIGIR 2026Oral· Information Retrieval (Full)

Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding

Houlun Chen · Xin WANG · Guangyao Li · Yuwei Zhou · Yihan Chen · Jia Jia · Wenwu Zhu

摘要

Long video understanding (LVU) is challenging due to rich and complicated multimodal clues in long temporal range. Current methods adopt reasoning to improve the model's ability to analyze complex video clues in long videos via text-form reasoning. However, the existing literature suffers from th...

多模态检索与知识推理OpenReview

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

Continual-GraphLLM: Dynamic Graph Large Language Model with Invariance Regularized Adaptive Multi-Scale Experts

Tianhang Wan · Xin WANG · Haibo Chen · Longtao Huang · Wenwu Zhu

检索与知识OpenReview

作者位次 #4/4KDD 2026Oral· Knowledge Discovery & Data Mining

OOD-GraphLLM: Graph Large Language Model for Out-of-Distribution Generalized Drug Synergy Prediction

Xin WANG · Linxin Xiao · Yang Yao · Wenwu Zhu

检索与知识理论与学习动力学OpenReview

作者位次 #8/8KDD 2026Oral· Knowledge Discovery & Data Mining

Text-guided Molecule Generation with Conditional Discrete Graph Diffusion Model

Yang Yao · Xin WANG · Yaofei Wu · Zeyang Zhang · Daixin Wang · Zhiqiang Zhang · Hong Mei · Wenwu Zhu

检索与知识OpenReview

作者位次 #4/4KDD 2026Oral· Knowledge Discovery & Data Mining

Beyond Graph Distribution Shifts: LLMs, Adaptation, and Generalization

Xin WANG · Haoyang Li · Haibo Chen · Wenwu Zhu

检索与知识理论与学习动力学OpenReview

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

U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks

Tongtong Feng · Xin WANG · Feilin Han · Leping Zhang · Wenwu Zhu

数据与预训练OpenReview

作者位次 #9/9AAAI 2026Poster· Artificial Intelligence

Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning

Yipeng Zhang · Xin WANG · Hong Chen · Junwei Pan · Qian Li · Jun Zhang · Jie Jiang · Hong Mei · Wenwu Zhu

推理OpenReview

Wenwu Zhu

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