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Qingming Huang

Full Professor, University of Chinese Academy of Sciences

5 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly Detection

#5505 · Junxi Chen, Liang Li, Yunbin Tu, Li Su, Zhe Xue, Qingming Huang

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders

#4517 · Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang, Kangli Zi, Qingming Huang

Exploring Structural Degradation in Dense Representations for Self-supervised Learning

#2707 · Siran Dai, Qianqian Xu, Peisong Wen, Yang Liu, Qingming Huang

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Relieving the Over-Aggregating Effect in Graph Transformers

#3808 · Junshu Sun, Wanxing Chang, Chenxue Yang, Qingming Huang, Shuhui Wang

VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set

#4616 · Shufan Shen, Junshu Sun, Qingming Huang, Shuhui Wang

We propose a sparse autoencoder that maps the semantics of vision and language representations into a unified concept set.