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Showing papers from Shanghai Jiaotong University Show all papers

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NeurIPS 2026Shanghai Jiaotong Diffusion models

A Favorable Regime Between ODE and SDE for Few-Step Diffusion Sampling

YIhao Bu, Dan Lian, Zhenguo Gao

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

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NeurIPS 2026Shanghai Jiaotong Tianjin Alibaba Group AMAP, Alibaba Group Meituan Text-to-image

Breaking the Static: Dynamic Text Conditioning for Diverse Image Generation

Meng Yu, Ruidong Chen, qingfeng shi, Yingmao Miao and 5 more

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

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NeurIPS 2026Shanghai Jiao Tong Fudan U Michigan - Ann Arbor MMLab@CUHK Shanghai Jiaotong RL for LLMs

Self-Calibrated GUI Reward Model via Inverse Dynamic Modeling

Zeyi Sun, Shengyuan Ding, Xingpeng Xia, Jinsong Li and 3 more

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

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NeurIPS 2026Shanghai Jiaotong Central South Sensetime The Chinese University of Hong K SenseTime Deep RL

ROLLVERIFY: BRIDGING EFFICIENCY AND ACCURACY IN LONG-TAIL ROLLOUT REINFORCEMENT LEARNING

Yongqiang Yao, Jingru Tan, Kaihuan Liang, Zixin Yin 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 2026National University of Singapore Shanghai Jiaotong Code generation

SpecBridge: Learning Natural-Language Formalization Plans for the Formal Specification Synthesis Task

Wenjie Zhang, Yun Lin, Zining He, Meiqi Wu and 1 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiaotong University, Sh U California, Berkeley U Science and Technology of Chin COWAROBOT Navigation & SLAM

FlashPlanner: Real-Time Goal-Conditioned Flow-Matching Planning for Autonomous Driving with Online RL Fine-Tuning

Qifeng Li, Yubing Gao, Xiaosong Jia, Zhiliu Liu and 4 more

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

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NeurIPS 2026Lanzhou Lingang Laboratory Shanghai Jiao Tong ShanghaiTech Fudan Molecules & drug discovery

Full-Atom Cyclic Peptide Design via Test-Time Scaled Autoregressive Flow Matching

Yunpeng Wang, Zhonghui Gu, Runze Ma, Jie Yang and 5 more

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

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NeurIPS 2026Shanghai Jiao Tong National University of Singapore Shanghai Jiaotong East China Normal Shanghai Institute of Aerospace Software engineering agents

Enhancing Agentic Code Localization with Traceability Recovered from Repository Evolution

Yiming Liu, Binhang Qi, Weiyu Kong, Jiawei Liu and 3 more

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

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NeurIPS 2026Shanghai Jiaotong 吉林大学 Shanghai Jiao Tong Image editing

Stroke-Audited Quadratic Bezier Splatting with Structural Initialization for Efficient Painting Rendering

Jinfan Liu, Xuhan Zhan, Mengqin Zhao, Guangyi Deng 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 2026Shanghai Jiaotong Department of Computer Science a Shanghai Jiao Tong U Science and Technology of Chin Xiamen university Video generation

RISE-Video: Can Video Generators Decode Implicit World Rules?

Mingxin Liu, Shuran Ma, Shibei Meng, Xiangyu Zhao and 8 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Video generation

PhysEval: Quantifying the Gap Between Video Generation and World Physical Laws

Hongchu Zeng, Sijing Wu, Yanhan Zhou, Yunhao Li and 4 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Shanghai University of Finance a Standord Mixture of experts

MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenario

Shuhuai Li, Jianghao Lin, DongDong Ge, Yinyu Ye

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

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NeurIPS 2026SJTU Nankai Alibaba Group Beihang Shanghai Jiaotong Diffusion models

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion

Zhengrong Yue, Taihang Hu, Mengting Chen, Haiyu Zhang and 7 more

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong Xiamen Navigation & SLAM

Compositional Training-Free Diffusion Planning for Long-Horizon Multiple Reach-Avoid Tasks

Yu Chen, Ruijia Liu, Xiao Yu, Xiang Yin

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

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NeurIPS 2026Fudan U Hong Kong Shanghai Jiaotong Xi'an Jiaotong Nankai Vision-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 2026Shanghai Jiaotong Peking University, Tsinghua ByteDance Inc.SenseTime Beijing University of Aeronautic Quantization

BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference

Zining Wang, Haojie Duanmu, Zhihang Yuan, Fanliu Kong and 3 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong 3D vision & reconstruction

CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction

Bing He, Jingnan Gao, Yunuo Chen, Zhengxue Cheng 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 2026Shanghai Jiaotong Shanghai Jiao Tong Cardiff Controllable generation

ControlSVG: Exploring Controllable SVG Generation with Autoregressive Models

Qirui Li, Teng Hu, Ran Yi, Paul L Rosin and 1 more

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

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NeurIPS 2026Shanghai Jiaotong Nanyang Technological Speech recognition

Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling

Zehui Feng, Weichuan Wang, Xiaohan Chen, Cuntai Guan 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 2026Shanghai Jiao Tong Shanghai Jiaotong 3D generation

PRISM: Programming Interactive Scenes from Monocular Images for Embodied Simulation

Yumeng He, Yichen Song, Xiaotian Yang, Weijia Zhang and 4 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai AI Laboratory; Shanghai Tsinghua Flow matching

CuBic: Curvature-Driven Dynamic Inference Caching for Fast, High-Fidelity Flow Matching

Yuyang Chen, Linqian Zeng, Yijin Zhou, Hengjie Li and 1 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 Jiaotong Nankai Shanghai Jiaotong Shanghai Jiao Tong Vision-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 2026Shanghai Jiaotong Shanghai Jiao Tong Mathematical reasoning

From Walls to Synergy: A Joint LLM-Evolution Framework for MILP Solvers

Ziao Guo, Yuan Feng, Chenhao Ying, Junchi Yan

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

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NeurIPS 2026OralShanghai Jiao Tong Shanghai Jiaotong Huawei Technologies Ltd.Shanghai Jiao Tong Unviersity Multi-agent LLM systems

SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search

Runzhe Zhang, Ning Li, Xingshan Zeng, Letian Chen and 4 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Proteins

Energy-Adaptive Equivariant State Space Models for Noise-Robust Protein Structure Representation

Zhongyue Zhang, Runze Ma, Yanjie Huang, Shuangjia Zheng

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong Agent memory

Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving

Xue Zhao, Cewu Lu, Xinbing Wang, Nanyang Ye

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Artificial Intelligence Shanghai Jiaotong Robot manipulation

InfCoiL: Coordinated Planner-Controller Learning for Closed-Loop Physics-Based Human-Object Interaction

Yude Zou, Yifei Yao, Yiwei Hao, Hanqing Wang 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 2026Shanghai Jiaotong Tencent Youtu Tencent Youtu Lab Tongji The International Digital Econom Visual grounding

HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models

Evelyn Zhang, Fufu Yu, Hanjun Li, Aoqi Wu and 7 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Hong Kong Polytechnic Eastern Institute of Technology,AutoML & architecture search

DASS: A Solver-Agnostic Dynamic Auxiliary Search Strategy for Symbolic Regression

Hu, Qian Li, Ding Wang, Yekun Zheng 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 2026U Science and Technology of Chin U California, Berkeley Shanghai Jiaotong Nankai COWAROBOT 3D generation

LiFi: LiDAR Generation from Multi-View Images via Geometric and Semantic Collaborative Guidance

Sizhuo Zhou, Xiaosong Jia, Fanrui Zhang, Qifeng Li and 9 more

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

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NeurIPS 2026Shanghai Jiaotong Xiamen Dalian University of Technology Nankai Harbin Engineering Agent benchmarks & environments

PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design

Fuyuan Xia, Jiaxin Hu, Kewei Yu, Zihan Zhang and 12 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Efficient inference & serving

μLM: Rethinking Sub-100M Language Models through Memory-First Design

Zijie Chen, Guiyun Fan, Haiming Jin

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

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NeurIPS 2026U California, Berkeley Institute of automation, Chinese Shanghai Jiaotong COWAROBOT South China Unified multimodal models

FusionNeXt: Sequence-First 3D Multi-Modal Fusion in the Era of LLMs

Yu Hong, Xiaosong Jia, Songbur Wong, Yanhao Liu 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 2026Shanghai Jiaotong Southern University of Science a Alibaba Group Institute of Artificial Intellig The Hong Kong University of Scie Diffusion models

Z-Cache: Accelerating Diffusion Transformers via Self-Reflection

Zegang Cheng, Zhikai Wang, Jiacheng Liu, Xiaobing Tu and 7 more

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

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NeurIPS 2026Shanghai Jiaotong King's College London INRIA Diffusion models

LITHE: Lattice-Indexed Twin Hadamard Encoding for Diffusion Personalization

Jian Jiang, Oya Celiktutan, Yaohui WANG, Yutong Ban

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Huawei Technologies Ltd.Vision-language models

TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models

Kai Liu, Anqi Li, Junxian Li, Zhixin Wang and 3 more

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

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NeurIPS 2026Shanghai Jiao Tong vivo Mobile Communication Co., L Shanghai Jiaotong Alibaba Group U Alberta Diffusion models

Opening the Black Box of Classifier-Free Guidance via Information Bottleneck

Jiayang Gao, Tianyi Zheng, Jiayang Zou, Fengxiang Yang and 4 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong Embodied agents

Learning Agentic World Vision-Language-Action Models for Autonomous Driving

Guoqing Wang, Pin Tang, Xiangxuan Ren, Chao Ma

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

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NeurIPS 2026Shanghai Jiaotong National University of Singapore Shanghai Jiao Tong Learning theory

No Free Best-of-Both-Worlds Learning in Repeated Bilateral Trade

Yutian Cheng, Canzhe Zhao, Jingye Zhao, Shuai Li

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Samsung Research America Optimization

On the Necessity of Guidance Decay: From Three-Phase Analysis in Gaussian Mixture Models to Dynamic Optimization

Yiyu Qiu, Ruofeng Yang, Tong Yu, Shuai Li

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong Efficient inference & serving

HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT

Xueling Wang, Yiwen Wang, Siqi Cai, Chen Zhang and 1 more

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

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NeurIPS 2026Nankai Shanghai Jiaotong Semi- & weakly supervised learning

Resilient Semi-Supervised Inference with Heterogeneous Unlabeled Data

Mengyuan Wang, Chengde Qian, Haojie Ren, Changliang Zou

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

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NeurIPS 2026U Oxford Google DeepMind Shanghai Jiaotong Video understanding

As the Story Unfolds: Watching a Film and Identifying Characters as a Human Does

Zhongrui Gui, Junyu Xie, Tengda Han, Weidi Xie and 1 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong U Hong Kong Fudan Hong Kong Polytechnic LLM pretraining & scaling laws

SAGE: Semantically Disentangled Representation Learning through Latent Geometry Constraint and Large Language Model

Qiuyu Chen, Liang Xu, Yunnan Wang, Mingqi Yuan and 8 more

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

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NeurIPS 2026Tsinghua Great Bay Shanghai Jiaotong Northwestern New York University, Shanghai Deep learning theory

Cauchy Scientific Networks: Loss–Architecture Alignment and Its Limit

Haonan Tan, Xin Li, juyi peng, Zhihong Xia and 2 more

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

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NeurIPS 2026Tongji Shanghai Jiaotong U Technology Sydney Agent memory

MemCode: Discrete Semantic Representations for Long-Term Agent Memory

Xin Li, Liang Hu, Duoqian Miao, Ming Peng 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 2026Shanghai Jiao Tong East China Normal ByteDance Inc.Shanghai Jiaotong Peking Efficient inference & serving

KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG

Shizhuo Zhang, Nuowen Kan, Chenglin Li, Rui-Xiao Zhang and 9 more

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

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NeurIPS 2026Shanghai Jiaotong Sensetime Ant Group Alibaba Group Shanghai Jiao Tong Vision-language models

RUBRIC-MME: Real-User Behavior-grounded Rubric for Multimodal Interaction Capability Evaluation

Jiajie Teng, Jianping Jiang, Huiyu Duan, Jingdong Chen and 7 more

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong Molecules & drug discovery

PRISM: Prior Relational Information for Self-supervised Modeling to Enhance Solubility OOD Generalization

Xinyi Chen, Jiahuan Pang, Titus Chima, Paul Weng and 1 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Molecules & drug discovery

RiboC2F: Pose-First Coarse-to-Fine Flow Matching for Protein-Conditioned RNA Co-Design

Dengdeng Huang, Shikui Tu

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

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NeurIPS 2026Shanghai JiaoTong Unversity Shanghai Jiao Tong Shanghai Jiaotong Vision-language models

GIVLA: Deep Geometry Internalization for A Lightweight VLA via Geometry Instruction and Gradient-Informed Training

YUNHE LI, Qiming Liu, Haoyuan Wang, Hesheng Wang

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Shanghai Artificial Intelligence Agent benchmarks & environments

ABHBench: Evaluating Moral Decision-Making of Foundation Models from an Agentic Perspective

Chaoran Li, Yukun Li, Zeyuan Zhao, Shao Zhang and 2 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Eastern Institute of Technology,Backdoors & data poisoning

Backdoor Attacks under Lossy Compression: From Failure to Reactivation and Adaptation

Qian Li, Yunuo Chen, Yuntian Chen

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

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NeurIPS 2026Shanghai Jiaotong Shanghai artificial intelligence Shanghai Jiao Tong Vision-language models

MLLM Makes Strong Backbone for Multi-Modal Object Detection

Yifeng Yang, Yutong Li, Jubo Feng, Qinying Gu 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 2026Shanghai Jiaotong Shanghai Jiao Tong 3D vision & reconstruction

ACD-GS: Asymmetric Curvature-aware Densification for 3D Gaussian Splatting

Houqiang Zhong, Tianchi Zhu, Qiang Hu, Xiaoyun Zhang and 2 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong The Chinese University of Hong K Shenzhen Institutes of Advanced Shanghai Artificial Intelligence Multimodal reasoning

Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

jiayi lei, Yuandong Pu, Xingyu Han, Rongpeng Zhu and 7 more

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

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NeurIPS 2026Xiaohongshu Shanghai Jiaotong Xiaohongshu Inc.Shanghaitech Alibaba Controllable generation

DeCoRL: Decomposed Consistency Reinforcement Learning for Multi-Image Composition

Zhiqiang Wu, Shuang Sun, Jiale Zhang, Jing Li and 3 more

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

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NeurIPS 2026Shanghai Jiao Tong Xiaohongshu Shanghai Jiaotong LLM pretraining & scaling laws

DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction

Xiaohan Qin, Xiangdong Zhang, Yu Wang, Huaijin Wu and 3 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong LLM pretraining & scaling laws

ExpertNavigator: Functionally Coherent Expert Grouping and Pairwise-Ranked Routing for High-Fidelity Dense-to-MoE Conversion

Xiaohan Qin, Cancheng Zhang, Xiaoxing Wang, Xiangdong Zhang and 3 more

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

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NeurIPS 2026OralShanghai Jiao Tong Shanghai Jiaotong Physics-informed ML & PDEs

DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling

Herui Li, Bin Lu, Haonan Qi, Lei Zhou and 3 more

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

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NeurIPS 2026The University of North Carolina U Illinois at Urbana-Champaign USTC UNC-Chapel Hill Shanghai Jiao Tong Agent benchmarks & environments

See, Read, Compare: Candidate-Aware Verification for Agent Test-Time Scaling

Xinyu Ye, Yongliang Wu, Xingyu Zhu, Peng Xia and 6 more

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

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NeurIPS 2026Shanghai Jiao Tong Shanghai Jiaotong U North Carolina at Chapel Hill U North Carolina, Chapel Hill Time series foundation models

Vibe-Spike: An Energy-Preserving EEG Foundation Model Through the Landscape of Neural Coherence

Jun Ye, yuting li, Tingting Dan, Guorong Wu

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026Xi'an Jiaotong Shanghai Jiaotong Shanghai AI Lab Shanghai Jiao Tong Molecules & drug discovery

LG-Bench: A Graph-Structured Evaluation Benchmark for Life Science

Lu Sun, Xiangyi Zhang, Xiangyang Zhu, Zijian Chen and 3 more

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

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NeurIPS 2026UNSW Sydney U Technology Sydney Shanghai Jiao Tong the university of new south wale Shanghai Jiaotong Link prediction

A New Perspective on Target-Conditioned Structural Dynamics for Link Prediction in Dynamic Graphs

YUANYUAN XU, Yin Chen, Yingxuan Li, Wenjie Zhang and 2 more

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

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NeurIPS 2026Huazhong University of Science a Alibaba Group Shanghai Jiaotong Northwest Polytechnical Universi Shanghai Institution of Pancreat Medical imaging

Reinforcement learning enhanced flow matching for reference-based tumor generation on unpaired CT images

Xiaoxuan Gong, Zhilin Zheng, Tiancheng Lin, Qinji Yu and 8 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026Zhongguancun Academy Shanghai Jiaotong Shanghai Jiao Tong Materials & chemistry

RECIPE: Learning to Rank Complete Precursor Sets for Inorganic Retrosynthesis

Jing Gao, Kaipeng Zeng, Fuyuan Xia, Jian Ma and 4 more

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

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NeurIPS 2026Shanghai Jiaotong Huawei Technologies France Huawei Technologies Ltd.Shanghai Jiao Tong LLM pretraining & scaling laws

Beyond the Node Barrier: Zero-Shot Strategy Planning for LLM Training on Super-Nodes

Shijie Shen, Chong Li, Pierre Leca, Jiong Lou 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 2026The Chinese University of Hong K Tongji Shanghai Jiao Tong Shanghai Jiaotong Zhejiang Robot manipulation

OmniDex: Scaling Dexterous Hand Grasping to Diverse Cluttered Scenes

Naiyu Fang, Zhongjin Luo, Yuxin Mo, Siyuan Huang and 6 more

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

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NeurIPS 2026Shanghai Jiaotong JX Intelligence Technology Co., Video-language models

Prysma: Efficient Modality Adaptation for SLO-aware LLM-based Video Question Answering

Botao Zhu, Xiaoyi Fan, Yifei Zhu

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong Vision-language models

AesGI-Bench: Benchmarking and Evaluating the Aesthetic Quality of AI-Generated Images via Large Multimodal Models

Wang Jiarui, Xubo Su, Huiyu Duan, WeizeSun 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 2026Shanghai Jiaotong Shanghai Jiao Tong Beijing Zhongguancun Academy AIG Tsinghua University, Tsinghua Agent memory

Remembering What Matters: From Markovian to Subtask-Causal Memory in VLA Policies

Peishuo Wang, Fengshuo Bai, Yufeng Li, Tawei Chou and 6 more

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

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NeurIPS 2026Chengdu University of Informatio Macquarie Central South Central South University, China Shanghai Jiaotong Knowledge distillation

Temporal Prototype Alignment for Frozen-Feature Dataset Distillation

Rui Ding, Jing Hu, Mei Chen, Xi Wu and 4 more

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

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NeurIPS 2026Shanghai Jiaotong Shanghai Jiao Tong 3D generation

StructBridge: Structure-Grounded 3D Indoor Object Generation via 3D Latent Diffusion Bridge and Normal Refinement

Nange Wang, Zhanxu Bai, Yuxuan Li, Cewu Lu and 1 more

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

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NeurIPS 2026U Bristol Shanghai Jiaotong ELLIS Institute Finland Multi-agent RL

Axiomatic Reinforcement Learning for Open Multi-Agent Systems from Shapley Axioms

Jianhong Wang, Yang Li, Samuel Kaski, Jonathan Lawry

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

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NeurIPS 2026OralShanghai Jiaotong Shanghai Jiao Tong Graph neural networks

UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization

Wenzheng Pan, Shuyi Yan, Nuoyan Chen, Yiyang Qu 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 2026Shanghai Jiaotong Shanghai Jiao Tong Imitation learning

Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization

Wenzheng Pan, Nuoyan Chen, Jiaxi Liu, Jiale Ma and 1 more

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

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NeurIPS 2026SpotlightShanghai Jiao Tong Shanghai Jiaotong AutoML & architecture search

NLD4CO: Neural Langevin Dynamics for Combinatorial Optimization

Jiale Ma, Wenzheng Pan, Binghao Cai, Xihe Zhang 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 2026Harbin Institute of Technology; Shanghai Jiaotong U Electronic Science and Technol Dalian University of Technology Shanghai Jiao Tong Vision-language-action models

Exploring the Limits of Compositional Generalization in Vision-Language-Action Manipulation

Xupeng Zhang, Yantai Yang, Chang Guo, Zhaokai Yin 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 2026Tongji Robotaxi Institute of automation, Chinese Institute of automation, Chinese Xiaomi Corporation 3D vision & reconstruction

MCSplat: Multi-View Photometric and Geometric Consistent Feed-Forward Gaussian Splatting for Driving Scenes

Wang Yifei, Wei Tian, WENHUA BAO, Jia Zhou 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 2026Shanghai Jiao Tong Shanghai Jiaotong The Chinese University of Hong K shanghai jiaotong university Deep RL

DSSP: Diffusion State Space Policy with Hierarchical Full-History Conditioning

Zhiyuan Guan, Jianshu Hu, Han Fang, Yunpeng Jiang and 4 more

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

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