Xingfeng Li (李杏峰) is an Associate Professor at the Southwest University of Science and Technology, Mianyang, Sichuan, where he works with Prof. Zhenwen Ren（任珍文）. He received his Ph.D. degree from Nanjing University of Science and Technology, supervised by Profs. Quansen Sun （孙权森） and Jian Dai (戴健). He is a visiting scholar at A*STAR Centre for Frontier AI Research (CFAR), Singapore, supervised by IEEE Fellow Ivor W. Tsang and Senior Scientist Yuangang Pan Yuangang Pan, and his Master’s degree under the supervision of Prof. Zhenwen Ren.

His current interests mainly focus on:

Multi-modal learning: it integrates the supplementary and consistent information of multiple feature extractors for clustering tasks.
Infrared and Visible Image Fusion: it integrates complementary thermal and texture information from infrared and visible modalities to enhance scene perception.
Deep learning: it uses deep learning for clustering and classification tasks.

🔥 News

[Publications]: May. 1, 2026, one paper was accepted by The International Conference on Machine Learning 2026! Congrats to Hao and coauthors🎉
[Publications]: Apr. 16, 2026, one paper was accepted by Neural Networks! 🎉
[Publications]: Mar. 20, 2026, one paper was accepted by Pattern Recognition! Congrats to Shen and coauthors! 🎉
[Publications]: Mar. 12, 2026, one paper was accepted by Pattern Recognition! Congrats to Hao and coauthors! 🎉
[Publications]: Feb. 21, 2026, one paper was accepted by IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2026)! 🎉
[Publications]: Nov. 9, 2025, one paper was accepted by Neurocomputing 2026! Congrats to Xinyue and coauthors! 🎉
[Publications]: Nov. 8, 2025, two papers were accepted by AAAI 2026! Congrats to Yufeng, Taotao, and coauthors! 🎉
[Publications]: July. 6, 2025, one paper were accepted by ACM MM 2025! Congrats to Junyu and coauthors! 🎉
[Publications]: May. 1, 2025, one paper was accepted by ICML 2025! Congrats to Honglin, and coauthors! 🎉
[Publications]: Apr. 29, 2025, one paper was accepted by IJCAI 2025! Congrats to Deyin, and coauthors! 🎉
[Publications]: Apr. 5, 2025, one paper was accepted by Neural Networks! 🎉
[Publications]: Dec. 10, 2024, two paper were accepted by AAAI 2025! Congrats to Zhongwen (Master), and coauthors! 🎉
[Publications]: Nov. 5, 2024, one paper were accepted by Information Fusion! 🎉
[Publications]: Aug. 18, 2024, one paper was accepted by IEEE Transactions on Multimedia (TMM)! 🎉
[Publications]: Jul. 16, 2024, two papers were accepted by ACM Multimedia (ACM MM 2024)! Congrates to Honglin (Master), Yinghui, and coauthors! 🎉
[Publications]: Apr. 18, 2024, one paper was accepted by IJCAI 2024! 🎉
[Publications]: Mar. 1, 2024, one paper was accepted by CVPR 2024! Congrats to Linhan and coauthors! 🎉
[Publications]: Jul. 26, 2023, one paper was accepted by ACM Multimedia (ACM MM 2023)! 🎉
[Publications]: Jul. 19, 2023, one paper was accepted by Information Fusion! 🎉
[Publications]: Feb. 1, 2023, one paper was accepted by Pattern Recognition! 🎉
[Publications]: Jan. 9, 2023, one paper was accepted by IEEE Transactions on Computational Social Systems (TCSS)! 🎉
[Publications]: Dec. 24, 2022, two papers was accepted by ACM Multimedia (ACM MM 2022)! 🎉
[Publications]: Dec. 15, 2022, one papers was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)! 🎉

📝 Publications

(# denotes the corresponding author)

2026

[30] Hao Pan, Jian Dai, Yuan Sun, Zhenwen Ren, Xingfeng Li#, Difference-Aware Decision Learning for Multimodal Image Fusion, ICML 2026 (CCF-A类).
[29] Xingfeng Li, Hao Pan, Honglin Yuan, Yuan Sun, Xujian Zhao, Jia-Qi Lin, Zhenwen Ren, Anti-Degradation Lifelong Multi-View Clustering, CVPR 2026 (CCF-A类).
[28] Shen Ouyang, Honglin Yuan, Dongliang Wang, Yuan Sun, Zhenwen Ren, Xingfeng Li#, CLIP-Driven Lifelong Multi-view Clustering, Pattern Recognition 2026.
[27] Hao Pan, Xingfeng Li#, Yanan Li, Yufeng Chen, Honglin Yuan, Zhenwen Ren, Pixel Intensity Prior-Aware Balanced Multi-Modal Image Fusion, Pattern Recognition 2026.
[26] Xingfeng Li, Jiawei Peng, Zhongwen Wang, Yuan Sun, Yuying Zhu, Fei Zhou, Zhenwen Ren, Energy-Preserving Shifted Bipartite Graph Learning for Unpaired Large-Scale Multi-View Clustering, Neural Networks 2026.
[25] Taotao Guo, Honglin Yuan, Xujian Zhao, Yuan Sun, Dongliang Wang, Zhenwen Ren, Xingfeng Li#, Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification, AAAI 2026 (CCF-A类).
[24] Yufeng Chen, Yuan Sun, Hao Pan, Xujian Zhao, Jian Dai, Zhenwen Ren, Xingfeng Li#, Revisiting Network Inertia: Dynamic Inertia Inhibition coupled Multidimensional Periodicity for Infrared and Visible Image Fusion, AAAI 2026 (CCF-A类).

2025

[23] Junyu Chen, Jiawei Peng, Yuan Sun, Jian Dai, Xingfeng Li#, Zhenwen Ren, Scalable Unpaired Multi-View Clustering via Anchor-Driven High-Throughput Encoding, ACMMM 2025 (CCF-A类).
[22] Honglin Yuan, Xingfeng Li, Jian Dai, Xiaojian You, Yuan Sun#, Zhenwen Ren#, Deep Streaming View Clustering, ICML 2025 (CCF-A类).
[21] 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).
[20] Xingfeng Li, Yuan Sun, Xuedong Li, Zhenwen Ren, Consistent and Specific Hashing for Image Set Classification, Neural Networks 2025 (中科院二区).
[19] 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
[18] Zhongwen Wang, Xingfeng Li#, Yinghui Sun, Quansen Sun, Yuan Sun, Han Ling, Jian Dai, Zhenwen Ren, TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view Clustering, AAAI 2025 (CCF-A类). PDF Code

2024

[17] Xingfeng Li, Yuangang Pan, Yuan Sun, Yinghui Sun, Quansen Sun, Zhenwen Ren, Ivor W. Tsang, Scalable Unpaired Multi-view Clustering with Bipartite Graph Matching, Information Fusion 2024 (中科院一区). PDF
[16] Xingfeng Li, Yuangang Pan, Yuan Sun, Quansen Sun, Yinghui Sun, Ivor W. Tsang, Zhenwen Ren, Incomplete Multi-view Clustering with Paired and Balanced Dynamic Anchor Learning, IEEE Transactions on Multimedia 2024 (中科院一区). PDF Code
[15] Yinghui Sun, Xingfeng Li#, Sun Quansen, Min-Ling Zhang, Zhenwen Ren, Improved Weighted Tensor Schatten p-Norm for Fast Multi-view Graph Clustering, ACM MM 2024 (CCF-A类). PDF Code
[14] 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). PDF Code
[13] Xingfeng Li, Yuangang Pan, Yinghui Sun, Quansen Sun, Ivor W. Tsang, Zhenwen Ren, Fast Unpaired Multi-view Clustering, IJCAI 2024 (CCF-A类). PDF Code
[12] Han Ling, Quansen Sun, Yinghui Sun, Xian Xu, Xingfeng Li, ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF, CVPR 2024 (CCF-A类). PDF

2023

[11] Xingfeng Li, Yinghui Sun, Quansen Sun, Jia Dai, Zhenwen Ren, Distribution Consistency based Fast Anchor Imputation for Incomplete Multi-view Clustering, ACM MM 2023 (CCF-A类). PDF
[10] Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren, Yuan Sun, Cross-view Graph Matching Guided Anchor Alignment for Incomplete Multi-view Clustering, Information Fusion 2023 (中科院一区). PDF
[9] Xingfeng Li, Zhenwen Ren, Quansen Sun, Zhi Xu, Auto-weighted tensor schatten p-norm for robust multi-view graph clustering, Pattern Recognition 2023 (中科院一区). PDF
[8] Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren, Enforced block diagonal graph learning for multikernel clustering, IEEE Transactions on Computational Social Systems 2023 (中科院二区). PDF

2022

[7] Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren, Consensus cluster center guided latent multi-kernel clustering, IEEE Transactions on Circuits and Systems for Video Technology (中科院一区). PDF
[6] Jiali You, Zhenwen Ren, Quansen Sun, Yuan Sun, Xingfeng Li, Approximate shifted laplacian reconstruction for multiple kernel clustering, ACM MM 2022 (CCF-A类). PDF
[5] Xingfeng Li, Quansen Sun, Zhenwen Ren, Yinghui Sun, Dynamic incomplete multi-view imputing and clustering, ACM MM 2022 (CCF-A类). PDF
[4] Xingfeng Li, Yinghui Sun, Zhenwen Ren, Quansen Sun, RPCA-Induced Graph Tensor Learning for Incomplete Multi-view Inferring and Clustering, International Conference on Neural Computing for Advanced Applications (EI). PDF

2020

[3] Zhenwen Ren, Xingfeng Li, Mithun Mukherjee, Yuqing Huang, Quansen Sun, Zhen Huang, Liwan Chen, Robust multi-view graph clustering in latent energy-preserving embedding space, Information Sciences (中科院一区). PDF
[2] Xingfeng Li, Zhenwen Ren, Haoyun Lei, Yuqing Huang, Quansen Sun, Liwan Chen, Multiple kernel clustering with pure graph learning scheme, Neurocomputing (中科院二区). PDF
[1] Haoran Li, Zhenwen Ren, Mithun Mukherjee, Yuqing Huang, Quansen Sun, Xingfeng Li, Liwan Chen, Robust energy preserving embedding for multi-view subspace clustering, Knowledge-Based Systems (中科院一区). PDF

🎖 Honors and Awards

浦芯精英奖学金，南京市浦口区工业和信息化局，2024.12.
南京理工大学优秀博士研究生培养对象，2024.07.
南京理工大学计算机学院-院长奖章，2024.06.
中国自动化学会科技进步奖二等奖，2023.11.
研究生国家奖学金，教育部，2023.09.
江苏省研究生科研创新计划项目(主持)，江苏省教育厅，2023.09.
国家公派留学项目(CSC-新加坡)，国家留学基金管理委员会，2023.08.
南京理工大学优秀研究生，2023.09, 2024.09.
博士一等学业奖学金，2021.09-2024.06.

🙋 Services

Program Committee Member:
- AAAI 2026, ICLR 2026, CVPR 2026
- AAAI 2025, ICLR 2025, CVPR 2025, ICML 2025, ICCV 2025, ACM MM 2025, NeurIPS 2025
- AAAI 2024, CVPR 2024, IJCAI 2024, ACM MM 2024, ICML 2024, NeurIPS 2024
- ACM MM 2023, PRCV 2023
Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Information Forensics and Security (TIFS)
- IEEE Transactions on Knowledge and Data Engineering (TKDE)
- IEEE Transactions on Neural Networks and Learning (TNNLS)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Cybernetics (TCYB)
- IEEE Transactions on Multimedia (TMM)
- Transactions on Big Data (TBD)
- Knowledge-Based Systems
- Pattern Recognition
- Artificial Intelligence Review
- Transactions on Computational Social Systems
- Neural Networks
- Information Fusion
- Neurocomputing
- CAAI Transactions on Intelligence Technology
- The Visual Computer