Jinlong Peng

Researcher, Tencent Youtu Lab

Joined

February 2020

Names

Jinlong Peng (Preferred)

Emails

****@qq.com (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

Tencent Youtu Lab (tencent.com)

2019 – Present

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2016 – 2019

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

Coauthor

Weiyao Lin

2016 – 2021

Expertise

multimodal large language models

2024 – 2026

anomaly detection

2022 – 2024

image harmonization

2021 – 2022

visual object tracking

2020 – 2021

multiple object tracking

2016 – 2020

Publications

ShortcutBreaker: Low-Rank Noisy Bottleneck with Global Perturbation Attention for Multi-Class Unsupervised Anomaly Detection
Peng Tang, Xiaoxiao Yan, Xiaobin Hu, Yuning Cui, Donghao Luo, Jiangning Zhang, Pengcheng Xu, Jinlong Peng, Qingdong He, Feiyue Huang, Song Xue, Tobias Lasser
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement
Haiyue Sun, Qingdong He, Jinlong Peng, Peng Tang, Jiangning Zhang, Junwei Zhu, Xiaobin Hu, Shuicheng YAN
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
Yuansen Liu, Haiming Tang, Jinlong Peng, Jiangning Zhang, Xiaozhong Ji, Qingdong He, Donghao Luo, Zhenye Gan, Junwei Zhu, Yunhang Shen, Chaoyou Fu, Chengjie Wang, Xiaobin Hu, Shuicheng YAN
- ICLR 2026 Poster
- Readers: Everyone
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation
Qingdong He, Jinlong Peng, Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Yabiao Wang, Chengjie Wang, Xiangtai Li, Jiangning Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
Zuwei Long, Yunhang Shen, Chaoyou Fu, Heting Gao, lijiang Li, Peixian Chen, Mengdan Zhang, Hang Shao, Jian Li, Jinlong Peng, Haoyu Cao, Ke Li, Rongrong Ji, Xing Sun
- NeurIPS 2025 poster
- Readers: Everyone
DRL: DISCRIMINATIVE REPRESENTATION LEARNING FOR CLASS INCREMENTAL LEARNING
Jun Liu, Jiawei Zhan, Jinlong Peng, Xiaochen Chen, Bin-Bin Gao, Yong Liu, Wenjie Pei, Chengjie Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models
Qingdong He, Jinlong Peng, Zhengkai Jiang, Xiaobin Hu, Jiangning Zhang, Qiang Nie, Yabiao Wang, Chengjie Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fetch and Forge: Efficient Dataset Condensation for Object Detection
Ding Qi, Jian Li, Jinlong Peng, Bo Zhao, Shuguang Dou, Jialin Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cairong Zhao
- NeurIPS 2024 poster
- Readers: Everyone
Dense Scene Multiple Object Tracking with Box-Plane Matching
Jinlong Peng, Yueyang Gu, Yabiao Wang, Chengjie Wang, Jilin Li, Feiyue Huang
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone
Dense Scene Multiple Object Tracking with Box-Plane Matching
Jinlong Peng, Yueyang Gu, Yabiao Wang, Chengjie Wang, Jilin Li, Feiyue Huang
- 2020 (modified: 06 Apr 2021)
- ACM Multimedia 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 62 co-authors