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Showing papers from Beijing Jiaotong University Show all papers

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arXivBeijing JiaotongAlibaba DAMO AcademyAlibaba GroupIn-context learning & prompting

ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

ChatIE reframes zero-shot information extraction as multi-turn ChatGPT dialogue, surpassing some fully supervised models on several benchmark datasets.

Wei, Xiang, Xingyu Cui, Ning Cheng, Xiaobin Wang and 8 more

Published Feb 20, 2023 · 147 citations

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10/21 AI panelreviewers recommend it

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AI panel: 10 of 21 reviewers recommend it
lenient 5/5
medium 5/11
strict 0/5
57%Worth a look
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NeurIPS 2026Beijing JiaotongBeijing jiaotong univercitySpatio-temporal forecasting

When to Trust Memory: Retrieval-Guided Probabilistic Spatiotemporal Forecasting under Distribution Shift

Haochen Lv, Jianhao Zhang, Zhichen Lei, Yang Jiang 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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1/20 AI panelreviewers recommend it

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AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
69%Highly rated
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NeurIPS 2026U Science and Technology of ChinSingapore University of TechnoloCapital MedicalBeijing JiaotongFairness & bias

Text-Based AI Tools for Research Integrity Must Be Audited on Linguistic Fairness Before Deployment

Shuai Shao, Yongkang Wan, Daoyin Dang, Lanyun Zhu 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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3/20 AI panelreviewers recommend it

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AI panel: 3 of 20 reviewers recommend it
lenient 2/5
medium 1/10
strict 0/5
57%Worth a look
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NeurIPS 2026Beijing JiaotongBeijing jiaotong univercityImage restoration

Exploring the Epipolar Consistency for Light Field Deraining

Chen Gao, Youfang Lin, Wenbin Wang, Shuo Zhang

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

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AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
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NeurIPS 2026Beijing JiaotongCommunication University of ChinSemi- & weakly supervised learning

Decoupled Optimization for Teacher-Student Semi-Supervised Learning via a Pioneer Student

Haorong Han, Jidong Yuan, Chixuan Wei, Yongqi Sun

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

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67%Highly rated
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NeurIPS 2026Beijing JiaotongTencentDAMO Academy, Alibaba GroupAlignment & preference optimization

Do LLMs Feel Social Pressure? Locating and Steering Social Desirability Bias in LLMs

Yi Feng, Jiaqi Wang, Wenxuan Zhang

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

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2/20 AI panelreviewers recommend it

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AI panel: 2 of 20 reviewers recommend it
lenient 1/5
medium 1/10
strict 0/5
45%Niche pick
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NeurIPS 2026Beijing JiaotongU Electronic Science and TechnolInstitute for AI Industry ResearHorizon RoboticsCarizonDeep RL

Higher-Order Action Supervision Makes A Strong Policy Class

Peng Cheng, Yunxian Hou, Zhi Zhou, Qian 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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lenient 0/5
medium 0/10
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45%Niche pick
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NeurIPS 2026TencentBeijing JiaotongMultimodal reasoning

GeLVR: Geometry-Consistent Latent Visual Reasoning in Multimodal LLMs

Jiaqi Wang, Yi Feng, Xian Wu

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

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NeurIPS 2026TianjinBeijing JiaotongKnowledge graphs

Foresight-over-Graph: Reasoning Beyond Local Horizons for Knowledge Base Question Answering

Yang Hong, Yang Yajun, Xin Wang, Liping Jing 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 2026Beijing JiaotongBeijing jiaotong univercityImage restoration

Matching2Matching: Zero-Shot Light Field Image Denoising with Matching View Construction

Shuo Zhang, Qian Tian, Chen Gao, LongzhaoGuo 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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57%Worth a look
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NeurIPS 2026Renmin University of ChinaColumbiaBeijing JiaotongU Science and Technology of ChinBeijing Academy of Artificial InAgent benchmarks & environments

SciResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

Lei Xiong, Kun Luo, Ziyi Xia, Wenbo Zhang and 5 more

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

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AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
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NeurIPS 2026Beijing JiaotongBeijing jiaotong univercityDeep RL

Decoupling is the Key: Scaling Deep Value Networks in Reinforcement Leanring

Yunsheng Xue, Ziyi Zhang, zhihao wu, Youfang Lin

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

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AI panel: 0 of 20 reviewers recommend it
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medium 0/10
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57%Worth a look
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NeurIPS 2026PekingBeijing JiaotongQuantization

RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers

Mengyuan Fan, Bokai Huang, JiaMing Pan, Xiaokun Yuan 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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AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
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NeurIPS 2026Institute of automation, ChineseNorthwest Polytechnical UniversiTsinghuaBeijing JiaotongTsinghua University, TsinghuaImage recognition

Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning

Fanhu Zeng, Zhicong Luo, Zefan Wang, Li You and 2 more

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

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83%Must read
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NeurIPS 2026Beijing JiaotongHong Kong BaptistShanghai JiaotongNanyang TechnologicalVideo-language models

VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding

VideoOdyssey benchmarks ultra-long video understanding via continuous certificates averaging 16 minutes, revealing MLLM failures in continuous reasoning and omni-modal perception.

He Haichen, Jiayi Zhou, Sifeng SHANG, Yihan Hu and 2 more

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

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13/20 AI panelreviewers recommend it

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5
74%Highly rated
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NeurIPS 2026Beijing JiaotongBeijing University of Posts and Beijing jiaotong universityKuaishou- 快手科技National University of SingaporeVideo-language models

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating

CaC advances video reward models via hierarchical spatiotemporal concentrating, improving fine-grained anomaly accuracy by 25.7% and reducing generated-video anomalies by 11.7%.

Jiyuan Wang, Huan Ouyang, Chunyu Lin, Dewen Fan and 14 more

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

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9/20 AI panelreviewers recommend it

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 1/5
80%Must read
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NeurIPS 2026TsinghuaBeijing JiaotongCity University of Hong KongBerkeley AI ResearchU California BerkeleyVideo generation

ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow

ODEWorld learns continuous latent velocity fields via ODEs to enable arbitrary-resolution world modeling, solving representation collapse and excelling at video generation and robotic control.

Dongxiu Liu, Haoyi Niu, Peng Cheng, Yuan Gao and 4 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 14 on Hugging Face · Code ★ 62

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5
71%Highly rated
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NeurIPS 2026East China NormalComputer Network Information CenBeijing JiaotongDidi International Business GrouDidi ResearchRepresentation & contrastive learning

Orthogonal Uplift Learning with Permutation-Invariant Representations for Combinatorial Treatments

Orthogonal uplift learning embeds combinatorial policies via permutation-invariant mixtures into low-rank models, yielding robust, stable effects robust to nuisance errors and rare policies.

Jiacan Gao, Xinyan Su, Mingyuan Ma, Xiao Xu 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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AI panel: 6 of 20 reviewers recommend it
lenient 4/5
medium 2/10
strict 0/5
76%Highly rated
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NeurIPS 2026Beijing JiaotongBeijing jiaotong univercityLLM reasoning & chain of thought

Group Perspective Matters: Regulating Debate Relationships Can Mitigate Blind Conformity in Multi-Agent Debate

DEAR regulates multi-agent debate relationships via group evidence and dual RL agents to reduce blind conformity and token use.

Hao Wu, Shoucheng Song, Chang Yao, Huaiyu Wan 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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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5
76%Highly rated
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NeurIPS 2026U Science and Technology of ChinNorthwestern PolytechnicalBeijing JiaotongFudanTencentAgent memory

Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents

Metacognitive Memory Policy Optimization uses belief entropy to penalize uncertain intermediate summaries, improving long-horizon LLM agent reasoning and retaining 97.1% performance at 1.75M-token contexts.

Ziyan Liu, Zhezheng Hao, Yeqiu Chen, Hong Wang and 6 more

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

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5