Jinlong Peng (彭瑾龙)

Senior Researcher
Google Scholar / GitHub

I obtained the master's degree at 2019 and bachelor's degree at 2016 both from Shanghai Jiao Tong University, advised by Prof. Weiyao Lin.

I am currently a Senior Researcher at Tencent Youtu Lab. My research interests are in multiple object tracking, visual object traking, video object segmentation, video instance segmentation, anomaly detection.

I am looking for highly motivated interns working on exciting computer vision projects based in Shanghai. If you are interested, please send an email to my email jeromepeng@tencent.com.

Selected Publications (* equal contribution)

Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection
Liren He*, Zhengkai Jiang*, Jinlong Peng*, Liang Liu, Qiangang Du, Xiaobin Hu, Wenbing Zhu, Mingmin Chi, Yabiao Wang, Chengjie Wang
ECCV, 2024
Paper / Code
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation
Qingdong He*, Jinlong Peng*, Zhengkai Jiang, Kai Wu, Xiaozhong Ji, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Mingang Chen, Yunsheng Wu
IJCAI, 2024
Paper / Code
FRIH: Fine-grained Region-aware Image Harmonization
Jinlong Peng, Zekun Luo, Liang Liu, Boshen Zhang
AAAI, 2024
Paper
Toward High Quality Facial Representation Learning
Yue Wang*, Jinlong Peng*, Jiangning Zhang, Ran Yi, Liang Liu, Yabiao Wang, Chengjie Wang
ACM MM, 2023
Paper / Code
Multimodal Industrial Anomaly Detection via Hybrid Fusion
Yue Wang*, Jinlong Peng*, Jiangning Zhang, Ran Yi, Yabiao Wang, Chengjie Wang
CVPR, 2023
Paper / Code
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking
Jinlong Peng, Zhengkai Jiang, Yueyang Gu, Yangu Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Weiyao Lin
IJCAI, 2021
Paper
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation
Yuxi Li*, Ning Xu*, Jinlong Peng*, John See, Weiyao Lin
NeurIPS, 2020
Paper / Code
Dense Scene Multiple Object Tracking with Box-Plane Matching
Jinlong Peng, Yueyang Gu, Yabiao Wang, Chengjie Wang, Jilin Li, Feiyue Huang
ACM MM, 2020
Paper
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking
Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu
ECCV, Spotlight, 2020
Paper / Code / Video
TPM: Multiple Object Tracking with Tracklet-plane Matching
Jinlong Peng, Tao Wang, Weiyao Lin, Jian Wang, John See, Shilei Wen, Errui Ding
Pattern Recognition, 2020
Paper
Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking
Jinlong Peng, Fan Qiu, John See, Qi Guo, Shaoshuai Huang, Lingyu Duan, Weiyao Lin
VCIP, 2018
Paper

Service

  • Conference Reviewer:
    • NeurIPS, CVPR, ICCV, ECCV, AAAI, ACM MM, ICME.
  • Journal Reviewer:
    • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), International Journal of Computer Vision (IJCV), IEEE Transactions On Image Processing (TIP), Pattern Recognition (PR), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Journal of Visual Communication and Image Representation (JVCI).
  • Invitated Report:
    • ChinaMM 2020 (Multi Person Motion Tracking in Complex Events).

    Honor

  • [07/2022] Outstanding Staff Award of Tencent.
  • [02/2021] Technology Construction Award of Tencent Youtu Lab.
  • [07/2020] Winner of the ACM Multimedia Grand Challenge HiEve 2020 MOT Public Track.
  • [03/2019] Outstanding Graduates of SJTU.
  • [10/2018] First-class Scholarship and Excellent Scholarship of SJTU.
  • [12/2017] The second prize in the 14th China graduate Mathematical Contest in Modeling.
  • [04/2016] Outstanding Graduates of SJTU.
  • [10/2015] The Excellence Award in Shanghai Undergraduate Innovative Practice Project.
  • [12/2014] The first prize in the 23rd China Undergraduate Mathematical Contest in Modeling.
  • [10/2013] National Endeavor Fellowship and Excellent Scholarship of SJTU.