Xingfeng Li (李杏峰) is a Ph.D. candidate at the Nanjing University of Science and Technology, Nanjing, Jiangsu, advised by Profs. Quansen Sun and Zhenwen Ren. Currently, I am a visiting student in A*STAR Centre for Frontier AI Research (CFAR), Singapore, supervised by IEEE Fellow. Ivor W. Tsang and Senior Scientist. Yuangang Pan. 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]: 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)! Congrats to Jiali and coauthors! 🎉
[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

[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] 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
[22] 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
[21] Xingfeng Li, Yuan Sun, Xuedong Li, Zhenwen Ren, Consistent and Specific Hashing for Image Set Classification, Neural Networks 2025 (中科院二区).
[20] 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).
[19] Honglin Yuan, Xingfeng Li, Jian Dai, Xiaojian You, Yuan Sun#, Zhenwen Ren#, Deep Streaming View Clustering, ICML 2025 (CCF-A类).
[18] 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).

2024

[17] 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
[16] 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
[15] 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
[14] 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
[13] 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
[12] 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

2023

[11] 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
[10] 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
[9] 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
[8] 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

2022

[7] 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
[6] Xingfeng Li, Quansen Sun, Zhenwen Ren, Yinghui Sun, Dynamic incomplete multi-view imputing and clustering, ACM MM 2022 (CCF-A类). PDF
[5] 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
[4] 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

2020

[3] 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
[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] 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

🎖 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, ICML2025, 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 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)
- Transactions on Big Data (TBD)
- Pattern Recognition
- Artificial Intelligence Review
- Transactions on Computational Social Systems
- Neural Networks.
- Information Fusion.
- Neurocomputing.
- CAAI Transactions on Intelligence Technology.
- The Visual Computer.