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Showing papers from Southern University of Science and Technology Show all papers

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NeurIPS 2026Michigan StateGeorgia Institute of TechnologyHippocratic AISouthern University of Science aGraph neural networks

Understanding Graph Self-Supervised Pre-training under Distribution Shifts: A Scaling Law Perspective

Bingheng Li, Shikun Liu, Yu Song, Jay Revolinsky and 4 more

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026The Hong Kong PolytechnicHong Kong University of Science Southern University of Science aNanyang TechnologicalRutgersRL for LLMs

Train at the Moving Edge: Rollout-Efficient RL for Large Reasoning Models

Jiahao Wu, Ning Lu, Shengcai Liu, Kun Wang 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 2026Southern University of Science aHKUSTCUHKWeChat Security AI TeamHong Kong University of Science Video understanding

FrameScout: Scouting Query-Relevant Frames for Long Video Understanding

Haonan Hu, Shuhao Chen, Weisen Jiang, Lizhao Gao 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 2026China University of PetroleumShenzhen University of Advanced China University of PetroleumChina University of Petroleum China University of Petroleum3D generation

Spatially Feasible 3D Indoor Scene Generation via Interaction-Oriented Human Proxy

Xinyuan Chen, Mingwen Shao, Qiao Zhang, Qinglin Zhan and 7 more

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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67%Highly rated
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NeurIPS 2026The Hong Kong University of ScieGuangdong University of TechnoloSouthern University of Science aGuizhouDistribution shift & OOD detection

DEDCA: Test-Time Adaptation for Generalized AI-Generated Image Detection

Hao Tan, Qimin Zhang, Lihuang Fang, Kebing Jin 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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lenient 2/5
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NeurIPS 2026Southern University of Science aZhejiangWestlakeInstruction tuning

ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning

Zhuoli Ouyang, Changxi Chi, Siyuan Li, Tailin Wu

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

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NeurIPS 2026Southern University of Science aShenzhen University of Advanced The Chinese University of Hong KOmni Intelligence; SUSTechTime series forecasting

Predictive Representation Learning for Partially Observed Neural Dynamics

Xinyi Li, Zhichao Liang, Hongjun Jiang, Yian Zhu 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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67%Highly rated
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NeurIPS 2026South China University of TechnoSouthern University of Science aOmni Intelligence; SUSTechBiosignals & wearables

Rest-Tuning: Data-Efficient Adaptation of EEG Foundation Models to Individuals via Resting-State Signals

Yinuo Zhang, Xinyu Fu, Qing Wang, Yinte Zhang 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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lenient 2/5
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NeurIPS 2026U Science and Technology of ChinAnew therapeuticsAnt GroupSouthern University of Science aPekingProteins

FoldAbS: Repurposing the Protein Folding Model as a Foundation Encoder for Antibody Screening

Jun Wu, FANDI WU, Xinyuan Zhu, Dawei Huang 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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lenient 2/5
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57%Worth a look
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NeurIPS 2026PekingAnew therapeuticsSouthern University of Science aU Science and Technology of ChinTencent AI LabMolecules & drug discovery

Collective Supervision for Unified Biomolecular Conformation and Dynamics Modeling with CoDyna

Kaiwen Cheng, FANDI WU, Dawei Huang, Jun Wu 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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lenient 1/5
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57%Worth a look
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NeurIPS 2026Shanghai JiaotongSouthern University of Science aAlibaba GroupInstitute of Artificial IntelligThe Hong Kong University of ScieDiffusion 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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lenient 1/5
medium 0/10
strict 0/5
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NeurIPS 2026Southern University of Science aCity University of Hong KongPeng Cheng LaboratoryPengcheng LaboratoryLLM pretraining & scaling laws

Contribution-Aware Structured Sparsity for Model Merging

Yan Li, GUIPING CAO, Meng XU, Tao 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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NeurIPS 2026U Electronic Science and TechnolSouthern University of Science aThe Chinese University of Hong KNanyang TechnologicalEfficient inference & serving

PAC Reasoning: Controlling the Performance Loss for Efficient Reasoning

Hao Zeng, Jianguo Huang, Bingyi Jing, Hongxin Wei 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 2026Southern university of science aThe Chinese University of Hong KMohamed bin Zayed University of U Electronic Science and Technolzzmc@scut.edu.cnSemi- & weakly supervised learning

Provable Selective Auto-labeling with Reliability Guarantees

Huipeng Huang, Wenbo Liao, Huajun Xi, Hao Zeng 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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69%Highly rated
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NeurIPS 2026U Birmingham & Southern UnivSouthern University of Science aU MacauCity University of Hong KongThe University of TokyoInstruction tuning

Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models

Ziwei Wang, Xinwei Guo, Jiaxin Zhang, Guanhua Chen and 6 more

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

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AI panel: 3 of 20 reviewers recommend it
lenient 1/5
medium 1/10
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NeurIPS 2026PekingNew York Institute of TechnologySouthern University of Science aUniversiti MalayaNortheasternVision-language models

RECAP: Looking Once Is Not Enough for Vision-Language Reasoning

Zhaolu Kang, Tailong Luo, Chenxin Li, Zhenyu Yu 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 2026Southern University of Science aJohns HopkinsU Electronic Science and TechnolShenzhenImage recognition

PuppetGait: Generalizing Gait Recognition via 3D Body-Aligned LVM Features

成伟 叶, Dingqiang Ye, Chuanfu Shen, Zirui Zhou and 4 more

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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57%Worth a look
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NeurIPS 2026southern university of science aShenzhenSouthern University of Science aSamsungBrain imaging & connectomics

FlatClip: Reusing Image Foundation Models for fMRI Representation Learning via Cortical Flatmaps

Mo WANG, Wenhao Ye, Zihan Ning, Jiayu Zuo 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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lenient 1/5
medium 0/10
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NeurIPS 2026Southern University of Science aUnified multimodal models

WaveMamba: Wave-Inspired Cross-Modal Fusion for Robust event-image Semantic Segmentation

Adeel F Mirza, Zaiyue Yang, Muntazir Hussain

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

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67%Highly rated
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NeurIPS 2026Southern University of Science aByteDance Inc.Carnegie MellonEfficient inference & serving

Learning Cost-Efficient Autoscaling for Latency-Constrained Disaggregated LLM Serving

Fu Luo, Binbin Chen, Qing Luo, Linhui Xu 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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AI panel: 2 of 20 reviewers recommend it
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