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青年研究员("双百人才计划"紫江青年学者),博导,院长助理 |
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Opening positions
1. ECNU: I am looking forPh.D. students, Master students, and undergraduate research interns through East China Normal University (ECNU).
2. Shanghai AI Laboratory: I am accepting applications for joint Ph.D. students and research interns through Shanghai AI Laboratory.
If you are interested in these opportunities, please feel free to contact me via email.
本人通过华东师范大学招收博士生、硕士生和本科实习生。也通过上海人工智能实验室招收联培博士生(上海交大等其他高校学籍)和实习生。如果你对这些机会感兴趣,可以邮件联系我。
News
Biography
Dr. Xin Tan is the Research Professor (Zijiang Young Scholar) with School of Computer Science and Technology, East China Normal University, China. He is also the Associate Research Professor with Shanghai AI Laboratory. Before that, he was the Associate Research Professor at ECNU. He is a member of Digital Media and Computer Vision Laboratory, the SJTU-ECNU joint lab led by Prof. Lizhuang Ma. He received his dual Ph.D. degree from Shanghai Jiao Tong University, China and City University of Hong Kong, China in 2022. His Ph.D. advisor is Prof. Lizhuang Ma (SJTU), and Prof. Rynson Lau (CityU). He received his B.Eng degree and B.BM degree from Chongqing University, China, in 2017. He also closely works with Prof. Yuan Xie (ECNU & Shanghai Innovation Institute) and Prof. Chaochao Lu (Shanghai AI Laboratory). His research interests include computer vision and pattern recognition, especially the scene understanding and reconstruction for Embodied AI.
Research Fundings
I appreciate the organizations listed below for the sponsorship to my research.
- 英国皇家学会-国家自然科学基金国际(地区)合作与交流项目,W2521174,2026.01-2027.12,国家自然科学基金委员会,项目负责人
- 国家自然科学基金青年基金,62302167,2024.01-2026.12,国家自然科学基金委员会,项目负责人
- 国家自然科学基金联合基金重点项目,U23A20343,2024.01-2027.12,国家自然科学基金委员会,课题负责人
- 上海市科委,25511103300,2025.12-2026.11,上海市科学技术委员会,项目负责人
- 上海市科委,25511104302,2025.12-2027.11,上海市科学技术委员会,课题负责人
- 第十届中国科协青年人才托举工程,YESS20240780, 2024-2026,中国科协,项目负责人
- 上海市青年科技英才扬帆计划资助项目,23YF1410500,2023.04-2026.03,上海市科学技术委员会,项目负责人
- 重庆市自然基金面上项目,CSTB2023NSCQ-MSX0137,2023.07-2026.06,重庆市科技局,项目负责人
- 上海市晨光计划(A类),23CGA34,2024.01-2025.12,上海市教育发展基金会/上海市教育委员会,项目负责人
- CCF-腾讯犀牛鸟基金,CCF-Tencent RAGR20230121,2023.10-2024.9,CCF-腾讯,项目负责人 (优秀结题项目)
- 腾讯优图实验室校企联合项目,2023.12-2024.11,项目负责人
- 上海市计算机软件评测重点实验室开放课题,SSTL2023_01,2023.4-2023.12,上海市计算机软件评测重点实验室,项目负责人
- 腾讯优图实验室校企联合项目,2022.12-2023.11,项目负责人
- 腾讯优图实验室校企联合项目,2022.7-2022.12,项目负责人
Selected Open-sourced Projects
EmboSceneExplorer
EmboSceneExplorer is a multimodal scene perception, understanding, and navigation system built on the Habitat simulation environment. It enables Embodied AI Agents to perform 3D perception and reconstruction, LLM-based grounding, and goal-oriented navigation within virtual 3D scenes (e.g., ScanNet).
2025 [ Porject page ]Continual-NExT
Continual-NExT is a continual learning toolkit and benchmark for Large Foundation Modals (LFMs) developed based on the ms-swift framework, focusing on the catastrophic forgetting of LFMs in the process of continual evolution. It integrates multiple modalities, models, tuning paradigms, and continual learning (CL) methods, allowing researchers to freely combine these components in developing and testing new methods to solve the trade-off between stability and plasticity in LFMs.
2025 [ Porject page ]PytorchAutoDrive
PytorchAutoDrive is a pure Python framework includes semantic segmentation models, lane detection models based on PyTorch. Here we provide full stack supports from research (model training, testing, fair benchmarking by simply writing configs) to application (visualization, model deployment).
2022 [ Porject page ]Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration
Sen Wang, Bangwei Liu, Zhenkun Gao, Lizhuang Ma, Xuhong Wang, Yuan Xie, Xin Tan# (# corresponding author)
Preprint, 2026
[ PDF ] [ Porject page ]FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views
Qijian Tian, Xin Tan#, Jiayu Ying, Xuhong Wang, Yuan Xie, Lizhuang Ma (# corresponding author)
Preprint, 2026
[ PDF ] [ Porject page ]Towards Safe and Trustworthy Embodied AI: Foundations, Status, and Prospects
Xin Tan, Bangwei Liu, Yicheng Bao, Qijian Tian, Zhenkun Gao, Xiongbin Wu, Zhihao Luo, Sen Wang, Yuqi Zhang, Xuhong Wang, Chaochao Lu, Bowen Zhou
Preprint, 2025-09-12
Position paper, 61 pages, 12 figures
[ PDF ] [ Porject page ] [安全内参:首个安全可信具身人工智能框架与路线图出炉]NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks
Zhihao Luo, Wentao Yan abd Jingyu Gong, Min Wang, Zhizhong Zhang, Xuhong Wang, Yuan Xie, Xin Tan# (# corresponding author)
Preprint, 2025
[ PDF ] [ Porject page ]UniForward: Unified 3D Scene and Semantic Field Reconstruction via Feed-Forward Gaussian Splatting from Only Sparse-View Images
Qijian Tian, Xin Tan#, Jingyu Gong, Yuan Xie, Lizhuang Ma (# corresponding author)
Preprint, 2025
[ PDF ]DORAEMON: Decentralized Ontology-aware Reliable Agent with Enhanced Memory Oriented Navigation
Tianjun Gu, Linfeng Li, Xuhong Wang, Chenghua Gong, Jingyu Gong, Zhizhong Zhang, Yuan Xie, Lizhuang Ma, Xin Tan# (# corresponding author)
Preprint, 2025
[ PDF ] [ Code ] [ Project page ]FMLGS: Fast Multilevel Language Embedded Gaussians for Part-level Interactive Agents
Xin Tan, Yuzhou Ji, He Zhu, Yuan Xie
Preprint, 2025
[ PDF ]Generalized Category Discovery in Semantic Segmentation
Zhengyuan Peng, Qijian Tian, Jianqing Xu, Yizhang Jin, Xuequan Lu, Xin Tan#, Yuan Xie, Lizhuang Ma
Preprint, 2023
[ PDF ]T2S: Tokenized Skill Scaling for Lifelong Imitation Learning
Hongquan Zhang, Jingyu Gong, Zhang Zhizhong, Xin Tan, Yuan Xie
ICRA, 2026
[ PDF ]CompassNav: Steering From Path Imitation To Decision Understanding In Navigation
Linfeng Li, Jian Zhao, Yuan Xie, Xin Tan#, Xuelong Li (# corresponding author)
ICLR, 2026
[ PDF ] [ Porject page ]World2Minecraft: Occupancy-Driven simulated scenes Construction
Lechao Zhang, Haoran Xu, Jingyu Gong, Xuhong Wang, Yuan Xie, Xin Tan# (# corresponding author)
ICLR, 2026
[ PDF ]TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models
Zhenkun Gao, Xuhong Wang, Xin Tan#, Yuan Xie (# corresponding author)
ICLR, 2026
[ PDF ]Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy
Jingyu Gong, Kunkun Tong, Zhuoran Chen, chuanhan yuan, Mingang Chen, Zhizhong Zhang, Xin Tan#, Yuan Xie (# corresponding author)
AAAI, 2026 (CCF-A)
[PDF] [Code]LidarPainter: One-Step Away From Any Lidar View To Novel Guidance
Yuzhou Ji, Ke Ma, Hong Cai, Anchun Zhang, Lizhuang Ma, Xin Tan# (# corresponding author)
AAAI, 2026 (CCF-A)
[PDF] [Code]Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation
Zilong Xie, Jingyu Gong, Xin Tan, Zhizhong Zhang, Yuan Xie
AAAI, 2026 (CCF-A)
[PDF] [Code]Efficient Multimodal Large Language Models: A Survey
Yizhang Jin, Jian Li, Yexin Liu, Tianjun Gu, Kai Wu, Zhengkai Jiang, Muyang He, Bo Zhao, Xin Tan, Zhenye Gan, Yabiao Wang, Chengjie Wang, Lizhuang Ma
Visual Intelligence , 2025
[ PDF ] [News]IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval
Bangwei Liu, Yicheng Bao, Shaohui Lin, Xuhong Wang, Xin Tan#, Yingchun Wang, Yuan Xie, Chaochao Lu (# corresponding author)
ICCV (findings) , 2025 (CCF-A)
[PDF] [Code] [Huggingface]Gradient Projection For Parameter-Efficient Continual Learning
Jingyang Qiao, Zhizhong Zhang, Xin Tan, Yanyun Qu, Wensheng Zhang, Yuan Xie
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2025 (CCF-A)
(The extented version of ICLR 2024)
[ PDF ]From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning
Sen Wang, Shao Zeng, Tianjun Gu, Zhizhong Zhang, Ruixin Zhang, Shouhong Ding, Jingyun Zhang, Jun Wang, Xin Tan#, Yuan Xie, Lizhuang Ma (# corresponding author)
ICCV, 2025 (CCF-A)
[PDF] [Code]Stylized-Face: A Million-level Stylized Face Dataset for Face Recognition
Zhengyuan Peng, Jianqing Xu, Yuge Huang, Jinkun Hao, Shouhong Ding, Zhizhong Zhang, Xin Tan, Lizhuang Ma
ICCV, 2025 (CCF-A)
[PDF]Domain-Incremental Learning Paradigm for Scene Understanding via Pseudo-Replay Generation
Zhifeng Xie, Rui Qiu, Qile He, Mengtian Li, Xin Tan# (# corresponding author)
Graphical Models (special section of CAD&Graphics 2025)
[PDF]Optimal Transport with Arbitrary Prior for Dynamic Resolution Network
Zhizhong Zhang, Shujun Li, Chenyang Zhang, Lizhuang Ma, Xin Tan, Yuan Xie
IJCV, 2025 (CCF-A)
[PDF]Large Continual Instruction Assistant
Jingyang Qiao, Zhizhong Zhang, Xin Tan, Yanyun Qu, Shouhong Ding, Yuan Xie
ICML, 2025 (CCF-A)
[PDF] [Project page]EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR
Zhengyuan Peng, Jianqing Xu, Shen Li, Jiazhen Ji, Yuge Huang, Jingyun Zhang, Jinmin Li, Shouhong Ding, Rizen Guo, Xin Tan#, Lizhuang Ma (# corresponding author)
IJCAI, 2025 (CCF-A)
[PDF] [Code]MMoFusion: Multi-modal Co-Speech Motion Generation with Diffusion Model
Sen Wang, Jiangning Zhang, Xin Tan#, Zhifeng Xie, Chengjie Wang, Lizhuang Ma (# corresponding author)
Pattern Recognition, 2025 (中科院一区TOP)
[PDF ] [Project page]MOS: Modeling Object-Scene Associations in Generalized Category Discovery
Zhengyuan Peng, Jinpeng Ma, Zhimin Sun, Ran Yi, Haichuan Song, Xin Tan#, Lizhuang Ma(# corresponding author)
Proc. IEEE CVPR, 2025 (CCF-A)
[PDF ] [Code ]One for More: Conditinual Diffusion Model for Anomaly Detection
Xiaofan Li, Xin Tan, Zhuo Chen, Zhizhong Zhang, Ruixin Zhang, Rizen Guo, Guannan Jiang, Yulong Chen, Yanyun Qu, Lizhuang Ma, Yuan Xie
Proc. IEEE CVPR, 2025 (CCF-A)
[PDF ] [Code]GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision
Xin Tan, Wenbin Wu, Zhiwei Zhang, Chaojie Fan, Yong Peng, Zhizhong Zhang, Yuan Xie, Lizhuang Ma
IEEE Transactions on Intelligent Transportation Systems (TITS), 2025
[ PDF ] [Code ]Bias to Balance: New-Knowledge-Preferred Few-Shot Class-Incremental Learning via Transition Calibration
Hongquan Zhang, Zhizhong Zhang, Xin Tan, Yanyun Qu, Yuan Xie
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025 (中科院一区TOP)
[ PDF ]DepthFisheye: Efficient Fine-Tuning of Depth Estimation Models for Fisheye Cameras
Conference on Computational Visual Media (CVM), 2025
Wenbin Wu, Zhiwei Zhang, Xin Tan, Zhizhong Zhang, Lizhuang Ma
[ PDF]DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input
Qijian Tian, Xin Tan#, Yuan Xie, Lizhuang Ma (# corresponding author)
AAAI, 2025(CCF-A)
[ PDF ] [Project Page] [Code (Pytorch)] [Code (Jittor)] [中文简介]FastLGS: Speeding up Language Embedded Gaussians with Feature Grid Mapping
Yuzhou Ji, He Zhu, Junshu Tang, Wuyi Liu, Zhizhong Zhang, Xin Tan#, Yuan Xie (# corresponding author)
(YZ. J. and H. Z. are the fourth-year undergraduate students.)
AAAI, 2025(CCF-A)
[ PDF ] [Project Page]Harmonizing Visual Text Comprehension and Generation
Zhen Zhao, Jingqun Tang, Binghong Wu, Chunhui Lin, Shu Wei, Hao Liu, Xin Tan, Zhizhong Zhang, Can Huang, Yuan Xie
NeurIPS, 2024 (CCF-A)
[PDF] [Code] [中文简介]Uni-to-Multi Modal Knowledge Distillation for Bidirectional LiDAR-Camera Semantic Segmentation
Tianfang Sun, Zhizhong Zhang, Xin Tan, Yong Peng, Yanyun Qu, Yuan Xie
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2024 (CCF-A)
[PDF]PIG: Prompt Images Guidance for Night-Time Scene Parsing
Zhifeng Xie, Rui Qiu, Sen Wang, Xin Tan#, Yuan Xie, Lizhuang Ma (# corresponding author)
IEEE Trans. on Image Processing (TIP), 2024 (CCF-A)
[PDF ] [Code ]CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma
ACL (Findings), 2024 (CCF-A)
[ PDF ] [Code]PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection
Xiaofan Li, Zhizhong Zhang, Xin Tan#, Yanyun Qu, Chengwei Chen, Yuan Xie, Lizhuang Ma (# corresponding author)
Proc. IEEE CVPR, 2024 (CCF-A)
[ PDF ] [Code]COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction
Qihang Ma*, Xin Tan*, Yanyun Qu, Lizhuang Ma, Zhizhong Zhang, Yuan Xie (* joint first authors)
Proc. IEEE CVPR, 2024 (CCF-A)
[ PDF ] [Code] [中文简介]Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer
Zhen Zhao, Jingqun Tang, Chunhui Lin, Binghong Wu, Hao Liu, Zhizhong Zhang, Xin Tan, Can Huang, Yuan Xie
Proc. IEEE CVPR, 2024 (CCF-A)
[ PDF ] [Code] [中文简介]Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception
Haoming Chen, Zhizhong Zhang, Yanyun Qu, Ruixin Zhang, Xin Tan, Yuan Xie
Proc. IEEE CVPR, 2024 (CCF-A)
[PDF ] [Code]CSFwinformer: Cross-Space-Frequency Window Transformer for Mirror Detection
Zhifeng Xie, Sen Wang, Qiucheng Yu, Xin Tan#, Yuan Xie (# corresponding author)
IEEE Trans. on Image Processing (TIP), 2024 (CCF-A)
[PDF ] [Code ]Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning
Tianfang Sun, Zhizhong Zhang, Xin Tan, Yanyun Qu, Yuan Xie
IEEE Trans. on Image Processing (TIP), 2024 (CCF-A)
[PDF ] [Code ]Prompt Gradient Projection for Continual Learning
Jingyang Qiao, Zhizhong Zhang Xin Tan, Chengwei Chen, Yanyun Qu, Yong Peng, Yuan Xie
ICLR, 2024 (spotlight) (5% acceptance rate)
[PDF ] [Code ] [Project page ]Glass Makes Blurs: Learning the Visual Blurriness for Glass Surface Detection
Fulin Qi, Xin Tan#, Zhizhong Zhang, Mingang Chen, Yuan Xie, Lizhuang Ma (# corresponding author)
IEEE Transactions on Industrial Informatics, 2024(中科院一区TOP)
(ESI highly cited)
[PDF ] [Result Maps ]Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation
Yujun Chen*, Xin Tan*, Zhizhong Zhang, Yanyun Qu, Yuan Xie (* joint first authors)
Proc. AAAI, 2024 (CCF-A)
[PDF ]Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection
Hongquan Zhang, Bin-Bin Gao, Yi Zeng, Xudong Tian Xin Tan#, Zhizhong Zhang, Yanyun Qu, Jun Liu, Yuan Xie (# corresponding author)
Proc. AAAI, 2024 (CCF-A)
[PDF ]Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing
Chengyang Hu, Ke-Yue Zhang, Taiping Yao, Shice Liu, Shouhong Ding, Xin Tan, Lizhuang Ma
Proc. AAAI, 2024 (CCF-A)
[PDF ]Continuous Piecewise-Affine Based Motion Model for Image Animation
Hexiang Wang, Fengqi Liu, Qianyu Zhou, Ran Yi, Xin Tan, Lizhuang Ma
Proc. AAAI, 2024 (CCF-A)
[PDF ]Leveraging Panoptic Prior for 3D Zero shot Semantic Understanding within Language Embedded Radiance Fields
Yuzhou Ji, Xin Tan#, He Zhu, Wuyi Liu, Jiachen Xu, Yuan Xie, Lizhuang Ma (# corresponding author)
Conference on Computational Visual Media (CVM), 2024
(YZ. J. is the third-year undergraduate student.)
[PDF ]Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation
Xiangqian Li, Xin Tan#, Zhizhong Zhang, Yuan Xie, and Lizhuang Ma (# corresponding author)
Computational Visual Media, 2023 (中科院一区TOP)
[PDF (Coming soon) ]Glass Surface Detection Method Based on Visual Distortion (in Chinese)
Xin Tan, Fulin Qi, Nan Wang, Zhizhong Zhang, Yuan Xie, and Lizhuang Ma
Journal of Computer-Aided Design & Computer Graphics, 2023 (CCF-A)
[PDF ]Positive-Negative Receptive Field Reasoning for Omni-supervised 3D Segmentation
Xin Tan*, Qihang Ma*, Jingyu Gong, Jiachen Xu, Zhizhong Zhang, Haichuan Song, Yanyun Qu, Yuan Xie, and Lizhuang Ma
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2023 (CCF-A)
(The extented version of CVPR 2021)
[PDF ] [Code ]Unveiling the Power of CLIP in Unsupervised Visible-Infrared Person Re-Identification
Zhong Chen, Zhizhong Zhang, Xin Tan, Yanyun Qu, Yuan Xie
ACM MM, 2023(CCF-A)
[PDF ]Instance and Category Supervision are Alternate Learners for Continual Learning
Xudong Tian, Zhizhong Zhang, Xin Tan, Jun Liu, Chengjie Wang, Yanyun Qu, Guannan Jiang, Yuan Xie
Proc. IEEE ICCV, 2023 (CCF-A)
[PDF ]Boosting Night-time Scene Parsing with Learnable Frequency
Zhifeng Xie, Sen Wang, Ke Xu, Zhizhong Zhang, Xin Tan#, Yuan Xie, Lizhuang Ma (# corresponding author)
IEEE Trans. on Image Processing (TIP), 2023 (CCF-A)
[PDF] [Code]Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data
Yuhao Chen, Xin Tan#, Borui Zhao, Zhaowei Chen, Renjie Song, Jiajun Liang, Xuequan Lu (# corresponding author)
Proc. IEEE CVPR, 2023 (CCF-A)
[PDF] [Code]Learning to Detect Mirrors from Videos via Dual Correspondences
Jiaying Lin*, Xin Tan*, Rynson Lau (* joint first authors)
Proc. IEEE CVPR, 2023 (CCF-A)
[PDF] [Code]Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling
Zhen Zhao, Zhizhong Zhang, Xin Tan, Jun Liu, Yanyun Qu, Yuan Xie, Lizhuang Ma
Proc. IEEE CVPR, 2023 (CCF-A)
[PDF]Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
Tenghao Cai, Zhizhong Zhang, Xin Tan, Yanyun Qu, Guannan Jiang, Chengjie Wang, Yuan Xie
Proc. IEEE CVPR, 2023 (CCF-A)
[ PDF ] [ Code ]- Scene Point Cloud Understanding and Reconstruction Technologies in 3D Space
(in Chinese)
Jingyu Gong, Yujin Lou, Fengqi Liu, Zhiwei Zhang, Haoming Chen, Zhizhong Zhang, Xin Tan, Yuan Xie, Lizhuang Ma
Journal of Image and Graphics, 2023
(年度优秀论文)
[PDF] Mirror Detection with the Visual Chirality Cue
Xin Tan, Jiaying Lin, Ke Xu, Pan Chen, Lizhuang Ma, and Rynson Lau
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2023 (CCF-A)
(ESI highly cited)
[PDF] [Code] [MSD Maps] [PMD Maps] [RGBD-Mirror Maps]Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation
Jingyu Gong, Fengqi Liu, Jiachen Xu, Min Wang, Xin Tan, Zhizhong Zhang, Ran Yi, Haichuan Song, Yuan Xie, Lizhuang Ma
Proc. ECCV, 2022
[PDF ] [ Code ]Survey of Expression Action Unit Recognition Based on Deep Learning (in Chinese)
Zhiwen Shao, Yong Zhou, Xin Tan, Lizhuang Ma, Bin Liu, Rui Yao
ACTA ELECTRONICA SINICA, 2022(CCF-A)
[PDF]Frequency-aware Camouflaged object Detection
Jiaying Lin*, Xin Tan*, Ke Xu, Lizhuang Ma, and Rynson Lau (* joint first authors)
ACM Trans. on Multimedia Computing, Communications, and Applications, 2022
[PDF] [Results]Rethinking Efficient Lane Detection via Curve Modeling
Zhengyang Feng, Shaohua Guo, Xin Tan#, Ke Xu, Min Wang, Lizhuang Ma (# corresponding author)
Proc. IEEE CVPR, 2022(CCF-A)
[PDF] [Project Page]DMT: Dynamic Mutual Training for Semi-Supervised Learning
Zhengyang Feng, Qianyu Zhou, Qiqi Gu, Xin Tan#, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma (# corresponding author)
Pattern Recognition, 2022 (中科院一区TOP)
[PDF] [Code]HSNet: Hierarchical Semantics Network for Scene Parsing
Xin Tan, Jiachen Xu, Ying Cao, Ke Xu, Lizhuang Ma, Rynson Lau
The Visual Computer, 2022
[PDF]Night-time Scene Parsing with a Large Real Dataset
Xin Tan, Ke Xu, Ying Cao, Yiheng Zhang, Lizhuang Ma, Rynson Lau
IEEE Trans. on Image Processing (TIP), 2021(CCF-A)
[PDF] [Project Page]Semantic-aware Dehazing Network with Adaptive Feature Fusion
Shengdong Zhang, Wenqi Ren, Xin Tan, Zhi-Jie Wang, Yong Liu, Jingang Zhang, Xiaoqin Zhang, Xiaochun Cao
IEEE Trans. on Cybernetics (TCyB), 2021 (中科院一区TOP)
[PDF]Confident Semantic Ranking Loss for Part Parsing
Xin Tan, Jiachen Xu, Zhou Ye, Jinkun Hao, Lizhuang Ma
Proc. IEEE ICME, 2021
[PDF] [Code]Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning
Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu, Yuan Xie, Lizhuang Ma
Proc. IEEE CVPR, 2021(CCF-A)
[PDF] [Code]Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds
Jingyu Gong, Jiachen Xu, Xin Tan, Jie Zhou, Yanyun Qu, Yuan Xie, Lizhuang Ma
Proc. AAAI, 2021(CCF-A)
[PDF] [Code]Weakly-Supervised Saliency Detection via Salient Object Subitizing
Xiaoyang Zheng*, Xin Tan*, Jie Zhou, Lizhuang Ma, Rynson WH Lau (* joint first authors)
IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), 2021 (中科院一区TOP)
[PDF] [Results]SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor
Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie, Lizhuang Ma
Proc. IJCAI, 2020(CCF-A)
[PDF] [Code]Re-ID Driven Localization Refinement for Person Search
Chuchu Han, Jiacheng Ye, Yunshan Zhong, Xin Tan, Chi Zhang, Changxin Gao, Nong Sang
Proc. IEEE ICCV, 2019(CCF-A)
[PDF]Saliency Detection by Deep Network with Boundary Refinement and Global Context
Xin Tan, Hengliang Zhu, Zhiwen Shao, Xiaonan Hou, Yangyang Hao, Lizhuang Ma
Proc. IEEE ICME, 2019
[PDF] [Results (DropBox)]- 入选上海市东方英才青年项目, 2025.12
- 入选第十届中国科协青年人才托举工程, 2025.1
- 中国图象图形学学会博士学位论文激励计划, 2024.12
- 《中国图象图形学学报》年度优秀论文, 2024.12
- 世界互联网大会领先科技奖, 序10, 2024.11
- CCF-腾讯犀牛鸟基金优秀项目, 2024.10
- 上海市晨光人才计划, 2024.1
- 上海市扬帆人才计划, 2023.4
- 中国地理信息产业协会地理信息科技进步二等奖, 序10 2022.8
- 上海市优秀毕业生, 2022.6
- 上海市科技进步特等奖, 序13, 2020.12
- 上海交通大学首届十大科技进展入选项目, 序7, 2020.12
- 世界人工智能大会TOP30榜单项目, 序8, 2019.10
- 重庆市优秀毕业生, 2017.6
- 华东师范大学研究生创新实践竞赛优秀,指导教师, 2024.11
- 中国研究生人工智能创新大赛优秀,指导教师, 2024.11
- 国家级大学生创新创业训练计划优秀项目(2项),指导教师, 2024.6
- 《数字逻辑电路》获评最受学生欢迎课程, 2024.1
- 华东师范大学研究生教育卓越育人奖(优秀研究生导师奖), 2023.12
- 中国国际"互联网+"大学生创新创业大赛铜奖,指导教师, 2023.6
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2017.9 - 2022.6: Joint Ph.D. Scheme (Dual Degree), CS Department, SJTU & CS Department, CityU HK
2013.9 - 2017.6: B.Eng, School of Automation, CQU 2014.9 - 2017.6: B.BM, School of Economics and Business Administration, CQU
2010.9 - 2013.6: Chongqing Bashu Secondary School, Yuzhong District, Chongqing
2025/05–Present: Associate Research Professor, Shanghai AI Laboratory
2025/02–Present: Research Professor (Zijiang Young Scholar), School of Computer Science and Technology, East China Normal University
2022/07–2025.01: Associate Research Professor, School of Computer Science and Technology, East China Normal University
2025 Fall, COMS0031121015.03 Digital Logic Circuit (数字逻辑电路), 90 hours, 4 credits
2024 Fall, COMS0031132060.01 Signals and Systems (信号与系统), 36 hours, 2 credits
2024 Fall, COMS0031121015.03 Digital Logic Circuit (数字逻辑电路), 90 hours, 4 credits (The most popular course for students)
2023 Fall, COMS0031121015.03 Digital Logic Circuit (数字逻辑电路), 90 hours, 4 credits (The most popular course for students)
2022 Fall, COMS0031132105.01 Introduction of Deep Learning (深度学习基础与导论) with Prof. Yuan Xie, 32 hours, 2 credits
- Associate Editor:
- Pattern Recognition (JCR Q1, Top, CCF-B, IF: 7.5)
- Alexandria Engineering Journal (JCR Q1, Top, IF: 6.2)
- The Visual Computer (CCF-C, IF: 3.0)
- CMC-Computers, Materials & Continua (IF: 2.1)
- Virtual Reality & Intelligent Hardware(《虚拟现实与智能硬件(中英文))青年编委
- Conference reviewer/Program committee:
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- IEEE International Conference on Computer Vision (ICCV)
- European Conference on Computer Vision (ECCV)
- Association for the Advancement of Artificial Intelligence (AAAI)
- International Joint Conference on Artificial Intelligence (IJCAI)
- International Conference on Multimedia and Expo (ICME)
- ACM International Conference on Multimedia (ACM MM)
- International Conference on Image and Graphics (ICIG)
- Journal reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- International Journal of Computer Vision (IJCV)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IET Computer Vision
- IEEE Journal of Biomedical and Health Informatics (JBHI)
- International Journal of Digital Earth
- IEEE Transactions on Vehicular Technology (TVT)
- Machine Vision and Applications
- Engineering Applications of Artificial Intelligence (EAAI)
- Other Academic service:
- Organization Chair, CCF CAD/CG 2023 (Shanghai)
- 中国科协三维视觉与数字内容决策咨询专家团队
- 中国计算机学会 计算机辅助设计与图形学专业委员会 执行委员,秘书
- 中国图学学会高级会员 青年工作委员会 委员;可视化与认知计算专业委员会 委员,秘书
- 中国图象图形学学会 数字娱乐与智能生成专业委员会 委员
- 中国图象图形学学会 三维视觉专业委员会 委员