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EMNLP 2025Xi'an JiaotongState Grid Corporation of ChinaNational University of Defense TComputational social science

How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis

A Weibo dataset of 11,393 misinformation posts and 65,749 social bots reveals bots amplify echo chambers and generate similar content to manipulate opinions.

Herun Wan, Minnan Luo, Zihan Ma, Guang Dai and 1 more

Published 2025 · 6 citations

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NeurIPS 2026Taiyuan University of TechnologySpace EngineerSpace Engineering University Nanjing University of AeronauticNational University of Defense T3D vision & reconstruction

Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF

Chen Cheng, Qinlong Lan, Gang Wan, Hao Guo 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 2026Huazhong AgriculturalHuawei Technologies Co., Ltd.U BristolNational University of Defense TWuhan TextileMulti-agent RL

From Local to Global: Progressive Consensus via Hierarchical Communication in Multi-Agent Reinforcement Learning

Jiangjin Yin, Zhonglin Lv, Hangyu Mao, Rongbo Zhu 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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67%Highly rated
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NeurIPS 2026National University of Defense TVision-language models

Are Multimodal Benchmarks Really Useful? Item-Level Multimodal Benchmark Diagnosis via Structure-Response Co-Calibration

Shiqi Zhang, Weixin Zeng, Ziheng Zhang, Jiuyang Tang 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 2026National University of Defense TDiffusion models

PISG: Constraint-Aligned Signal Amplification for Diffusion-Based Combinatorial Optimization

Yuming Zhang, Xianchen Zhou, Hongxia Wang

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

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NeurIPS 2026Beijing Institute of TechnologyTsinghuaHunancomputer science, TsinghuaInstitute of Microelectronics ofTime series foundation models

Observations Drift, Structures Remain: Structural Pretraining with Time Alignment for Electromagnetic Signals

Wenjin Gui, Junyu Shen, Haibo Xu, Yuchuang Sun and 6 more

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

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NeurIPS 2026National University of Defense TWestlakeEmbodied agents

GNES: Neural-Guided Evolutionary Program Search for Interpretable Multi-Agent Control

Chen Wang, Minfang Lu, Xiangke Wang, Cheng Zhu 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 2026国防科技大学National University of Defense TWatermarking & AI-text detection

A Retained-Signal Interface for LLM Watermark Robustness under Paraphrase

Chen Wang, Yinxuan Huang, Yexin Cui cui, Maoqing Zhong 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 2026SpotlightNational University of Defense TBeijing University of Posts and U the Chinese Academy of ScienceChina University of Geosciences Institute of Microelectronics ofRemote sensing

GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?

Fengxiang Wang, Yueying Li, Mingshuo Chen, Boya Miao and 11 more

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

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67%Highly rated
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NeurIPS 2026Intelligent Game and Decision LaTechnical University of MunichNational University of Defense TIntelligent Game and Decision LaUniversity College LondonVideo generation

Physics-Constrained Generative World Model for Off-Road Terrain via Post-hoc Projection

Yuan Zhou, Hao Yu, Ruiran Cao, Haoran Yang 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 2026nudt.edu.cnNational University of Defense TTsinghuaIndependent ResearcherDepartment of Automation, TsinghModel-based RL

Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling

Jiarong Wen, Qi Tao, Zhang Kaiyu, Yun Qu 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 2026National University of Defense TAcademy of Military Sciences3D vision & reconstruction

Register Anything Model for Generalizable and Robust Point Cloud Registration

Zheng Qin, Junhua Xi, Yan Huang, JiaHong Lai 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 2026National University of Defense THarbin Institute of TechnologyAIGSouth China University of TechnoRobot manipulation

ToS: Tree-of-Skill Reinforcement Learning driven by Behavior Tree for Long-Horizon Manipulation

Xinglin Chen, Yishuai Cai, Yunxin Mao, Minglong Li and 5 more

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

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NeurIPS 2026National University of Defense TPekingNorthwest PolytechnicalHong Kong PolytechnicTiangongPhysics-informed ML & PDEs

Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks

Zhuo Zhang, Li Zhang, Ying Miao, Hongzong 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 2026U the Chinese Academy of ScienceU Illinois at Urbana-ChampaignNational University of Defense TRenmin University of ChinaBeijing University of AeronauticGraph neural networks

Dynamic Spectral Federated Graph-Level Clustering

Wenxin Zhang, Xi Xuan, Guangzhen Yao, Feng Zhou 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 2026National University of Defense TMicrosoftRenmin University of ChinaPekingShandongLLM reasoning & chain of thought

Mining Logic under Uncertainty: Probabilistic Soft Logic with Energy-Based Inference for Chain-of-Thought Verification

Jiang Yu, Jinlong Tian, Kewei Cheng, Yue He and 6 more

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

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NeurIPS 2026Central SouthNational University of Defense TTime series forecasting

WILD: Widely Linear Conditioning for Time Series Forecasting

Binli Luo, Wanrong Ma, Ning Gui, Xianhan Tan

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

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67%Highly rated
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NeurIPS 2026National University of Defense TNaional University of Defense TeSchool of Computer Science, NatiHallucination & factuality

Overthinking as a Symptom of Knowledge Conflict: Understanding and Detecting LLM's Hallucinations in Retrieval-Augmented Question Answering

Zhihua Wen, Li Hao, Zhiliang Tian, Zhizhao Liu and 3 more

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

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76%Highly rated
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NeurIPS 2026The University of SydneyZhejiangNational University of Defense TNational University of Defense TVideo generation

FreeSpec: Training-Free Long Video Generation via Singular-Spectrum Reconstruction

FreeSpec analyzes long-video diffusion via singular-spectrum analysis and proposes spectral reconstruction to reduce spectral concentration, preserving dynamics and consistency without training.

Fangda Chen, Shanshan Zhao, Longrong Yang, Chuanfu Xu 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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AI panel: 10 of 20 reviewers recommend it
lenient 3/5
medium 7/10
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72%Highly rated
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NeurIPS 2026The Chinese University of Hong KNational University of Defense TCity University of Hong KongHefei University of TechnologyThe Education University of HongGraph neural networks

DisRFM: Polar Riemannian Flow Matching for Structure-Preserving Graph Domain Adaptation

DisRFM embeds graph representations on constant-curvature manifolds with polar flow matching to prevent structural degeneration and optimization instability, outperforming state-of-the-art graph domain adaptation methods.

Yingxu Wang, Xinwang Liu, Siyang Gao, Mengzhu Wang 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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AI panel: 8 of 20 reviewers recommend it
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