Cheng Yan

Associate Professor, Tianjin University

Joined

February 2023

Names

Cheng Yan (Preferred)

Emails

****@buaa.edu.cn (Confirmed)

****@tju.edu.cn (Confirmed)

Personal Links

Google Scholar

Career & Education History

Associate Professor

Tianjin University (tju.edu.cn)

2024 – Present

Assistant Professor

Tianjin University (tju.edu.cn)

2021 – 2023

PhD student

Beihang University (buaa.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

Coauthor

Guansong Pang

2018 – Present

PhD Advisor

Chunhua Shen

2018 – 2020

PhD Advisor

Xiao Bai

2016 – 2020

Expertise

Feature learning

Present

Image retrieval

Present

Anomaly detection

Present

Publications

Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
Min Chen, Guansong Pang, Wenjun Wang, Cheng Yan
- ICML 2025 poster
- Readers: Everyone
Combating Dual Noise Effect in Spatial-temporal Forecasting via Information Bottleneck Principle
Min Chen, Guansong Pang, Wenjun Wang, Cheng Yan
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss
Cheng Yan, Guansong Pang, Xiao Bai, Changhong Liu, Xin Ning, Lin Gu, Jun Zhou
- 2022 (modified: 15 Nov 2022)
- IEEE Trans. Multim. 2022
- Readers: Everyone
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection
Jingjing Li, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection
Jingjing Li, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng
- 2021 (modified: 10 Oct 2022)
- NeurIPS 2021
- Readers: Everyone
BV-Person: A Large-scale Dataset for Bird-view Person Re-identification
Cheng Yan, Guansong Pang, Lei Wang, Jile Jiao, Xuetao Feng, Chunhua Shen, Jingjing Li
- 2021 (modified: 18 Apr 2023)
- ICCV 2021
- Readers: Everyone
Occluded Person Re-Identification with Single-scale Global Representations
Cheng Yan, Guansong Pang, Jile Jiao, Xiao Bai, Xuetao Feng, Chunhua Shen
- 2021 (modified: 24 Apr 2023)
- ICCV 2021
- Readers: Everyone
Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
- 2020 (modified: 24 Apr 2023)
- CVPR 2020
- Readers: Everyone
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
- 2020 (modified: 24 Apr 2023)
- CoRR 2020
- Readers: Everyone
Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss
Cheng Yan, Guansong Pang, Xiao Bai, Jun Zhou, Lin Gu
- 2020 (modified: 24 Apr 2023)
- CoRR 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 26 co-authors