Good Papers

Showing papers from Beijing Normal University Show all papers

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NeurIPS 2026The Hong Kong University of ScieBeijing NormalLi Auto Inc.Vision-language models

GaitLingo: Self-Supervised Gait Representation Learning with Language Priors

Chenye Wang, Zhengxiang Lan, Saihui Hou, Zhikang Liu 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 2026Beijing Normal-Hong Kong BaptistBeijing NormalHong Kong BaptistInstruction tuning

Adaptive Fine-Tuning Scheduler for Multi-Tenant Edge LLM via Convergence-Aware Bandits

Yandi Li, Jianxiong Guo, Yupeng Li, Zhiqing Tang 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
lenient 2/5
medium 0/10
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NeurIPS 2026Hong Kong BaptistBeijing NormalCity University of Hong KongHKBU / RIKENLLM pretraining & scaling laws

On the Information Loss of Multi-Token Prediction: Origin and Solution

Tangyu Jiang, Zhanke Zhou, Haodi Wang, Yiu-ming Cheung 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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57%Worth a look
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NeurIPS 2026Beijing Normal University, SchooBeijing NormalRepresentation & contrastive learning

Gram-Calibrated Anchoring for Class-Incremental Learning

Qi Zhu, Ziang Gan, Libao Zhang

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

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AI panel: 1 of 20 reviewers recommend it
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57%Worth a look
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NeurIPS 2026Beijing NormalLLM reasoning & chain of thought

Correct but Unselectable: The Hidden Interface Tax in Multi-Candidate Reasoning

Qianli Ma, Zhiqing Tang, Fanshuai Meng, Zhi Yao and 2 more

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

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NeurIPS 2026Beijing NormalTest-time compute

Prefill-Guided Trace Allocation for Sample-Efficient Test-Time Scaling

Zhi Yao, Zhiqing Tang, Hanshuai Cui, Qianli Ma and 2 more

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

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NeurIPS 2026Beijing NormalShandong University of TechnologRepresentation & contrastive learning

Filtered-Trace Online Variational Training for Probabilistic Spiking Neural Networks

Yaokun Wang, Tiantian Xiao, Hongyan Ding, Zhi Yan

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

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57%Worth a look
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NeurIPS 2026Hong Kong BaptistBeijing NormalInstitute of automation, ChineseStevens Institute of TechnologyCity University of Hong KongTest-time compute

Not All Low-Confidence Tokens Are Equal: Calibrated Confidence for Efficient Test-Time Reasoning

Tangyu Jiang, Haodi Wang, Yuanbing Zhu, Xiaojiang Du 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 1/5
medium 0/10
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78%Highly rated
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NeurIPS 2026Beijing University of Post and TBeijing University of Posts and Beijing NormalNortheasternNanyang Technological UniversityVision-language-action models

NS-VLA: Towards Neuro-Symbolic Vision-Language-Action Models

NS-VLA introduces neuro-symbolic encoding and hierarchical optimization to improve robotic manipulation generalization and exploration over prior VLA methods.

Ziyue Zhu, Shangyang Wu, Shuai Zhao, Zhao ZhiQiu 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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11/20 AI panelreviewers recommend it

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AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 0/5
71%Highly rated
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NeurIPS 2026Nanyang TechnologicalTencent AI LabTencentBeijing University of Posts and Alibaba GroupVideo generation

FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation

FaithfulFaces improves identity-preserving video generation via pose-shared identity alignment and achieves state-of-the-art consistency across pose changes and occlusions.

Yuanzhi Wang, Xuhua Ren, Jiaxiang Cheng, bing ma and 6 more

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

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7/20 AI panelreviewers recommend it

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AI panel: 7 of 20 reviewers recommend it
lenient 5/5
medium 2/10
strict 0/5
83%Must read
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NeurIPS 2026Beijing NormalU Science and Technology of ChinA*STARMicrosoft ResearchBeijing Zhongguancun AcademyPrivacy

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents

GUIGuard-Bench introduces trajectory-based GUI privacy annotations across 241 agent workflows to evaluate privacy recognition, planning fidelity, and protection utility, revealing fine-grained localization and risk assessment as critical bottlenecks.

Yanxi Wang, Zhiling Zhang, Wenbo Zhou, Weiming Zhang and 5 more

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

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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