Yuan Sun (孙元) is currently a postdoctoral research fellow (postdoc) at the National Key Laboratory of Fundamental Algorithms and Models for Engineering Numerical Simulation, Sichuan University, and works with Prof. Xiaogang Deng. He received his Ph.D. degree from Sichuan University, advised by Prof. Dezhong Peng , Prof. Peng Hu, and Jian Dai. He received his Master Degree, advised by Prof. Zhenwen Ren. His research interests mainly focus on Hashing Learning and Noisy Correspondence. Recently, he has been conducting research related to Multi-modal Learning and AI for PDEs.

• Multi-modal Learning: It investigates multimodal fusion mechanisms or cross-modal representation learning paradigm to enable coherent integration of heterogeneous data sources for clustering, classification, and retrieval tasks.
• AI for PDEs: It utilizes Physics-Informed Neural Networks (PINNs) to solve forward and inverse PDE problems as well as their applications, such as nuclear reactor thermal hydraulics.

孙元，入选四川大学“海纳博士后”资助计划（15名），主要研究方向为多模态智能（多模态学习、图像融合、四足机器人等）与AI for CFD （智能科学计算、物理信息人工智能等）。近年来，共发表学术论文50余篇，其中以第一作者或通讯作者在TIP、TKDE、CVPR、ICML等人工智能领域中科院一区和CCF-A类会议上发表论文近30余篇，入选ESI高被引2篇，ICML 2025 Spotlight，CVPR 2025 Highlight，CVPR 2026 Highlight各1篇。获得中国电子学会电子信息教学成果二等奖（序2）、中国自动化学会科技进步奖二等奖（序5）、三等奖（序4）、中国兵装集团科技进步二等奖（序5）、中国人工智能学会教学成果一等奖（序4）、中国自动化学会高等教育教学成果三等奖（序5）、四川省计算机学会年度优秀学生论文、成都市技术能手称号（成都市人力资源保障局颁发）。主持四川省自然科学基金项目、美的合作开发项目等共计5项，授权发明专利共10余项。担任Pattern Recognition的副编辑（AE），Journal of Artificial Intelligence & Control Systems 期刊青年编委，多次担任CCF-A类会议NeurIPS/ACL/IJCAI的领域主席(AC)/高级程序委员(SPC)，长期担任ICLR、CVPR、ICML、TPAMI、TIP等30余个顶级期刊/会议审稿人。协助指导博士生/硕士生/本科生以第一作者发表CCF-A类论文近20篇。

招生要求: 1.对科研工作富有激情；2.勤奋务实、态度积极；3.有扎实的数学/英语功底。

如对我研究方向感兴趣，并有意和我一起做研究的研究生/本科生，欢迎联系（Email: sunyuan_work@163.com, sunyuan@scu.edu.cn）。

计划每年辅导2-3名本科生进行科研训练，欢迎有兴趣的同学随时报名！

🔥 News

• [Publications]: Apr. 28, 2026, honor to serve as Associate Editor for Pattern Recognition (中科院一区).
• [Publications]: Feb. 27, 2026, one papers was accepted by IEEE Transactions on Image Processing (TIP)! Congrats to Jiali, Ruitao, and coauthors! 🎉
• [Publications]: Feb. 21, 2026, three papers were accepted by IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2026)! Congrats to Shilin, Qiya and Xingfeng! 🎉
• [Publications]: Nov. 8, 2025, six papers were accepted by AAAI 2026! Congrats to Chao, Yizhi, Ruitao, and coauthors! 🎉
• [Publications]: Sep. 18, 2025, three papers were accepted by NeruIPS 2025! Congrats to Yanglin, Chao, and coauthors! One paper was accepted as Oral (accept rate=0.36%)! 🎉
• [Publications]: July. 6, 2025, three papers were accepted by ACM MM 2025! Congrats to Yuhang, Junyu, Ao, and coauthors! 🎉
• [Publications]: May. 1, 2025, four papers were accepted by ICML 2025! Congrats to Siyuan, Wenyuan, Ruitao, Honglin, and coauthors! One paper was accepted as Spotlight (accept rate=2.6%)! 🎉
• [Publications]: Apr. 29, 2025, two papers were accepted by IJCAI 2025! Congrats to Xuyang, Deyin, and coauthors! 🎉
• [Publications]: Apr. 5, 2025, one paper was accepted by Neural Networks! Congrats to Xingfeng and coauthors! 🎉
• [Publications]: Feb. 27, 2025, two papers were accepted by IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2025)! Congrats to Siyuan and coauthors! One paper was accepted as Highlight (accept rate=13.5%)! 🎉
• [Services]: Feb. 5, 2025, I have been invited to be an Area Chair（AC) for the ACL 2025. 🎉
• [Publications]: Jan. 3, 2025, one paper was accepted by IEEE Transactions on Image Processing (TIP)! Congrats to Honglin (Master)! 🎉
• [Publications]: Dec. 10, 2024, four papers were accepted by AAAI 2025! Congrats to Ruitao (Master), Shilin (Master), and coauthors! 🎉
• [Services]: Nov. 29, 2024, I have been invited to be a Senior Program Committee（SPC) for the IJCAI 2025. 🎉
• [Publications]: Jul. 16, 2024, three papers were accepted by ACM Multimedia (ACM MM 2024)! Congrats to Honglin (Master), Longan (Undergrad), and coauthors! 🎉
• [Publications]: Jun. 23, 2024, one paper was accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE)! 🎉
• [Publications]: Apr. 20, 2024, one paper was accepted by IEEE Transactions on Multimedia (TMM)! 🎉
• [Publications]: Apr. 17, 2024, one paper was accepted by IJCAI 2024. Congrats to Kaiming (Master) and coauthors! 🎉
• [Publications]: Jan. 3, 2024, one paper was accepted by IEEE Transactions on Intelligent Transportation Systems (TITS). 🎉
• [Publications]: Sep. 22, 2023, one paper was accepted by AAAI 2024. 🎉
• [Publications]: Sep. 12, 2023, one paper was accepted by Expert Systems With Applications (ESWA)! 🎉
• [Publications]: Jul. 26, 2023, one paper was accepted by ACM Multimedia (ACM MM 2023)! 🎉
• [Services]: Jul. 28, 2023, I have been invited to be a PC member for AAAI 2024. 🎉
• [Publications]: Apr. 26, 2023, one paper was accepted by IEEE Transactions on Multimedia (TMM)! 🎉
• [Publications]: Feb. 14, 2023, one paper was accepted by IEEE Transactions on Image Processing (TIP)! 🎉
• [Publications]: Jun. 30, 2022, two papers were accepted by ACM Multimedia (ACM MM 2022)! 🎉

📝 Selected Publications [Full List]

(# denotes the corresponding author)

2026

• [6] Jiali Chen, Ruitao Pu, Dezhong Peng, Xiaomin Song, Yingke Chen, Yuan Sun#, External Guidance Incomplete Cross-modal Hashing, IEEE Transactions on Image Processing (TIP) (CCF-A类).
• [5] Qiya Song, Yiqiang Xie, Yuan Sun#, Renwei Dian, Xudong Kang, Robust Remote Sensing Image–Text Retrieval with Noisy Correspondence, CVPR 2026 (CCF-A类).
• [4] Shilin Xu, Dezhong Peng, Zhenwen Ren, Yuan Sun#, External Vision Guided Incomplete Multi-view Classification, CVPR 2026 (CCF-A类).
• [3] Xingfeng Li, Hao Pan, Honglin Yuan, Yuan Sun#, Xujian Zhao, Jiaqi Lin, Zhenwen Ren#, Anti-Degradation Lifelong Multi-View Clustering, CVPR 2026 (CCF-A类).
• [2] Yizhi Liu, Ruitao Pu, Shilin Xu, Yingke Chen, Quanhui Liu, Yuan Sun#, Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval, AAAI 2026 (CCF-A类).
• [1] Chao Su, Yanan Li, Xu Wang, Yingke Chen, Huiming Zheng, Dezhong Peng#, Yuan Sun#, Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels, AAAI 2026 (CCF-A类).

2025

• [11] Yuhang Lan, Shilin Xu, Chao Su, Run Ye, Dezhong Peng, Yuan Sun#, Multi-view Hashing Classification, ACM MM 2025 (CCF-A类).Code
• [10] Siyuan Duan, Wenyuan Wu, Peng Hu, Zhenwen Ren, Dezhong Peng, Yuan Sun#, CoPINN: Cognitive Physics-informed Neural Network, ICML 2025 (CCF-A类), (Spotlight, acc rate=2.6%).Code
• [9] Ruitao Pu, Yang Qin, Xiaomin Song, Dezhong Peng, Zhenwen Ren, Yuan Sun#,SHE: Streaming-media Hashing Retrieval, ICML 2025 (CCF-A类).Code
• [8] Honglin Yuan, Xingfeng Li, Jian Dai, Xiaojian You, Yuan Sun#, Zhenwen Ren#, Deep Streaming View Clustering, ICML 2025 (CCF-A类)Code
• [7] Xuyang Wang, Siyuan Duan, Qizhi Li, Guiduo Duan, Yuan Sun#, Dezhong Peng#, Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks, IJCAI 2025 (CCF-A类).Code
• [6] Deyin Zhuang, Jian Dai, Xingfeng Li, Xi Wu, Yuan Sun#, Zhenwen Ren#, Robust Graph Contrastive Learning for Incomplete Multi-view Clustering, IJCAI 2025 (CCF-A类).Code
• [5] Xingfeng Li, Yuan Sun#, Xuedong Li, Zhenwen Ren, Consistent and Specific Hashing for image set classification, Neural Networks (中科院二区).
• [4] Yuan Sun, Yongxiang Li, Zhenwen Ren, Guiduo Duan, Dezhong Peng, Peng Hu, ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence, CVPR 2025 (CCF-A类).Code
• [3] Honglin Yuan, Yuan Sun#, Fei Zhou, Jing Wen, Shihua Yuan, Xiaojian You, Zhenwen Ren#, Prototype Matching Learning for Incomplete Multi-view Clustering, IEEE Transactions on Image Processing (TIP) (CCF-A类). (ESI Highly Cited Paper). Code
• [2] Ruitao Pu, Yuan Sun#, Yang Qin, Zhenwen Ren, Xiaomin Song, Huiming Zheng, Dezhong Peng, Robust Self-paced Hashing for Cross-Modal Retrieval with Noisy Labels, AAAI 2025 (CCF-A类). Code
• [1] Shilin Xu, Yuan Sun#, Xingfeng Li, Siyuan Duan, Zhenwen Ren, Zheng Liu, Dezhong Peng#, Noisy Label Calibration for Multi-view Classification, AAAI 2025 (CCF-A类). Code

  2024

• [7] Honglin Yuan, Shiyun Lai, Xingfeng Li, Jian Dai, Yuan Sun#, Zhenwen Ren#, Robust Prototype Completion for Incomplete Multi-view Clustering, ACM MM 2024 (CCF-A类). Code
• [6] Yuan Sun, Kaiming Liu, Yongxiang Li, Zhenwen Ren, Jian Dai, Dezhong Peng, Distribution Consistency Guided Hashing for Cross-Modal Retrieval, ACM MM 2024 (CCF-A类). Code
• [5] Yuan Sun, Yang Qin, Yongxiang Li, Dezhong Peng, Xi Peng, Peng Hu, Robust Multi-View Clustering with Noisy Correspondence, IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF-A类). Code
• [4] Yuan Sun, Yang Qin, Dezhong Peng, Zhenwen Ren, Chao Yang, Peng Hu, Dual Self-Paced Hashing for Image Retrieval, IEEE Transactions on Multimedia (TMM) (中科院一区). Code
• [3] Kaiming Liu, Yunhong Gong, Yu Cao, Zhenwen Ren, Dezhong Peng, Yuan Sun#, Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval, IJCAI 2024 (CCF-A类). Code
• [2] Yuan Sun, Jian Dai, Zhenwen Ren, Qilin Li, Dezhong Peng, Relaxed Energy Preserving Hashing for Image Retrieval, IEEE Transactions on Intelligent Transportation Systems (TITS) (中科院一区). Code
• [1] Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng, Peng Hu, Dual Self-Paced Cross-Modal Hashing, AAAI 2024 (CCF-A类).

2023

• [4] Yuan Sun, Dezhong Peng, Zhenwen Ren, Discrete aggregation hashing for image set classification, Expert Systems with Applications (中科院一区).
• [3] Yuan Sun, Dezhong Peng, Jian Dai, Zhenwen Ren, Stepwise Refinement Short Hashing for Image Retrieval, ACM MM 2023 (CCF-A类).
• [2] Yuan Sun, Zhenwen Ren, Peng Hu, Dezhong Peng, Xu Wang, Hierarchical Consensus Hashing for Cross-Modal Retrieval, IEEE Transactions on Multimedia (TMM) (中科院一区). (ESI Highly Cited Paper). Code
• [1] Yuan Sun, Xu Wang, Dezhong Peng, Zhenwen Ren, Xiaobo Shen, Hierarchical Hashing Learning for Image Set Classification, IEEE Transactions on Image Processing (TIP) (CCF-A类).

2022

• [1] Yuan Sun, Dezhong, Haixiao Huang, Zhenwen Ren, Feature and Semantic Views Consensus Hashing for Image Set Classification, ACM MM 2022 (CCF-A类).

🎖 Honors and Awards

• 中国自动化学会科技进步三等奖.
• 中国电子学会电子信息教学成果二等奖.
• 中国兵器装备集团科技进步二等奖.
• 四川大学“海纳博士后”支持计划 (15人).
• 中国自动化学会高等教育教学成果评价三等贡献教学成果.
• 中国人工智能学会教学成果激励计划一类成果.
• 中国自动化学会科技进步二等奖.
• 四川省计算机学会年度优秀学生论文.
• NCAA会议最佳论文提名奖.
• 成都市技术能手.

🙋 Services

• Journals:
  • Associate Editor:
    • Pattern Recognition (2026-).
  • Young Editorial Board Member:
    • Journal of Artificial Intelligence & Control Systems.
  • Reviewer: IEEE TPAMI/TIP/TIFS/TMM/TKDE/TNNLS/TCYB/TCVST/TBD/TCSS/PR…
• Conferences:
  • AC/SPC:
    • NeurIPS 2026.
    • ACL 2025, IJCAI 2025.
    • ICARM 2024.
  • Reviewer:
    • AAAI 2026, ICLR 2026, CVPR 2026, IJCAI 2026, ICML 2026, KDD 2026, ACM MM 2026.
    • ICML 2025, AAAI 2025, ICLR 2025, AISTATS 2025, ICASSP 2025, IJCNN 2025, KDD 2025, NeurIPS 2025, ICCV 2025, ACM MM 2025.
    • ICML 2024, NeurIPS 2024, CVPR 2024, ECCV 2024, AAAI 2024, IJCAI 2024, ACM MM 2024, PRCV 2024, EMNLP 2024.
    • ACM MM 2023, PRCV 2023.
  • Workshop Chair:
    • CVDL 2024.