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 Prof. Ivor W. Tsang and Associate prof. Yuangang Pan. His current interests mainly focus on:

• Mult-view/Multi-kernel Clustering: it integrates the supplementary and consistent information of multiple feature extractors for clustering tasks.
• Feature Extraction and Feature Selection: it extracts or selects the important features of high-dimensional data for addressing the curse of dimensionality.
• Hashing learning: it transforms data from original space to Hamming space for fast searching.
• Deep learning: it uses deep learning for clustering and classification tasks.

🔥 News

• [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)

2025

• [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 avaliable
• [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). Code avaliable

  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).
• [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). Code avaliable
• [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). Code avaliable
• [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). Code avaliable
• [13] Xingfeng Li, Yuangang Pan, Yinghui Sun, Quansen Sun, Ivor W. Tsang, Zhenwen Ren, Fast Unpaired Multi-view Clustering, IJCAI 2024 (CCF-A类).
• [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).

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).
• [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).
• [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).
• [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).

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

Before 2021

• [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).
• [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).
• [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).

🎖 Honors and Awards

• 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 2025, ICLR 2025, CVPR 2025, ICML2025.
  • 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 Knowledge and Data Engineering (TKDE)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • Artificial Intelligence Review
  • Transactions on Computational Social Systems
  • Neural Networks.
  • Information Fusion.
  • Neurocomputing.
  • CAAI Transactions on Intelligence Technology.
  • The Visual Computer.