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Showing papers from Xi'an Jiaotong University Show all papers

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NeurIPS 2026Xi'an JiaotongShanghai University of Finance aThe Chinese University of Hong KSGIT AIA*STARDeep RL

A Primal-dual Approach for Semi-Infinitely Constrained Reinforcement Learning

Di Wang, Liangyu Zhang, Haishan Ye, Guang Dai and 1 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongBeijing University of Post and TGraph neural networks

Propagate to Discover: Graph-Structured Propagation for Generalized Category Discovery

yongqi tian, Junyong Liu, Jinkun Ran, Haoyuan He and 1 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Xi'an JiaotongPekingMathematical reasoning

Cross-Channel Agreement Beats Consensus: Compositional Verification for Geometry Reasoning

ShaoWei Huang, Zefei Gao, Yuting Yu, Hao Yang and 3 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Northwest Polytechnical UniversiXi'an JiaotongRepresentation & contrastive learning

CASAM: Consistency-Anchored Sharpness-Aware Minimization for Improved Model Generalization

Chengli Tan, Tianyu Wang, Junmin Liu, Yong Xu

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026FudanU Hong KongShanghai JiaotongXi'an JiaotongNankaiVision-language models

MedVTok: A General-Purpose Medical Visual Tokenizer

Chenglong Ma, Yuanfeng Ji, Junzhi Ning, Jiyao Liu and 17 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongHarbin Institute of TechnologyTime series forecasting

ToLD: Efficient Time Series Forecasting via Tokenized Truncated Latent Diffusion

Jiayi Tian, Jiaze Wang, Wenzhe zhao, Tian Xia and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongNankaiShanghai JiaotongShanghai Jiao TongVision-language-action models

TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation

Zhihong Liu, Yang Li, RenMing Huang, Chendong Zeng and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongTencentU CambridgePeking Union Medical CollegeLLM agents & planning

PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide VQA

Chunze Yang, Qidong Liu, Wenjie Zhao, Yue Tang and 9 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026The Chinese University of Hong KBeihangThe Chinese University of Hong KByteDance Inc.TencentJailbreaks & red teaming

Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents

Zhengyang Tang, Yi Zhang, Chenxin Li, Xin Lai and 17 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 2/5
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NeurIPS 2026AaltoKing's College London, UnivQueen Mary, University of LondonKing's College LondonXi'an JiaotongImage recognition

CausalAffect: Causally Guided Learning of Psychology-Aligned Facial Affect Relations

Guanyu Hu, Tangzheng Lian, Dimitrios Kollias, Oya Celiktutan and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Institute of Automation, ChineseInstitute of automation, ChineseU Science and Technology BeijingTsinghuaXi'an JiaotongVision-language-action models

SpatialVAM: Spatial-Aware Multi-View Video Diffusion as a Data-Efficient Robot Policy

Peiyan Li, Yixiang Chen, Yuan Xu, Jiabing Yang and 12 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongNanjingDiffusion models

Rethinking Diffusion Decoding via Structural Commitment

Lipeng Wan, Anbang Wang, Zixuan Yang, Kun Xu and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongMulti-agent RL

Interaction Value Inference for Multi-Agent Reinforcement Learning via a Hierarchical Agent-Centric World Model

Zhuoran Chen, Xuyang Lu, Zeyang Liu, Xinrui Yang and 5 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongAlibaba GroupZhejiang universityInstruction tuning

Beyond Structural Agnosticism: Stable-Rank-Guided LoRA for Structure-Aware Fine-Tuning

Yuanyang Cao, Xichun Liu, Fuwei Zhang, Meiqin Liu and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongInstruction tuning

Beyond Decoupled PEFT: Geometry-Aware Low-Rank Adaptation via Riemannian Reparameterization

Yuanyang Cao, Xichun Liu, Haitao Jiang, Jianji Wang

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026TianjinTsinghua University, TsinghuaXi'an JiaotongSelf-supervised vision

SICAF: Time-Varying Focus Bottleneck for Self-Supervised Event-Based Optical Flow with Spiking Neural Network

Shuangming Yang, Qing He, Shangqi Guo, Badong Chen

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi‘an JiaotongXi'an JiaotongMulti-agent RL

CHAIN: Continual Heterogeneous Cooperation with Information Bottleneck for Multi-Agent Reinforcement Learning

Haowen Dou, Lujuan Dang, Badong Chen

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Xi’an Jiao TongXi'an JiaotongMultimodal reasoning

Prior Text-Informed Gate Attention Framework for Multimodal Psychiatric Disorder Diagnosis

Wensheng Zhai, Kaizhong Zheng, Difei Mei, Badong Chen and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026TsinghuaShanghaiXi’an JiaotongTsinghua University, TsinghuaXi'an JiaotongVision backbones

Vision Correlators: Correlation-Driven Visual Understanding with Hypergraphs

Mengqi Lei, Guohuan Xie, Siqi Li, Shihui Ying and 4 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an JiaotongChina Mobile System Integration Graph neural networks

GEM: A Dual-Scale Architecture for Graph-Level Hierarchical Representation Learning

Zhaowei Wu, Kaizhong Zheng, Guangmingzi Yang, Shuai Jiang and 2 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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