Feng Hong
PhD Candidate
Shanghai Jiao Tong University
Cooperative Medianet Innovation Center
MediaBrain Group
Feng Hong ïžæīŠ åģ°ïž
I am a PhD candidate at Cooperative Medianet Innovation Center (CMIC) , Shanghai Jiao Tong University (SJTU), supervised by Prof. Jiangchao Yao, Prof. Ya Zhang and Prof. Yanfeng Wang.
I received my bachelor’s degree from Shanghai Jiao Tong University in June 2021. Prior to my university studies, I graduated from NO.1 Middle School Affiliated to Central China Normal University in June 2017.
- Distributionally Robust Learning
- Efficient Machine Learning
- (Multi-modal) Large Language Models
- Weakly and Self-supervised Learning
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PhD in Information and Communication Engineering, 2021-2026(expected)
Shanghai Jiao Tong University
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BSc in Information Engineering, 2017-2021
Shanghai Jiao Tong University
Recent News
- [Jan 2025] ð One paper is accepted by MLJ.
- [Sep 2024] ð One paper is accepted by NeurIPS 2024.
- [Sep 2024] ð Start my fourth year PhD study at SJTU.
- [Aug 2024] ð One paper is accepted by IEEE TIP.
- [May 2024] ð One paper is accepted by ICML 2024.
- [Apr 2024] ðŦ Checking out from A*STAR CFAR and seeking new collaboration opportunities.
- [Mar 2024] ð One paper is accepted by IEEE TMI.
- [Jan 2024] ð One paper is accepted by ICLR 2024.
- [Oct 2023] ðŦ Starting my internship at A*STAR CFAR in Singapore.
- [Sep 2023] ð One paper is accepted as Spotlight in NeurIPS 2023.
- [Sep 2023] ð Start my third year PhD study at SJTU.
- [Aug 2023] ð One paper is accepted by ICCV 2023 CVAMD Workshop.
- [Mar 2023] ðĪ Give a talk about our ICLR 2023 paper at Youth PhD Talk by AI Time.
- [Jan 2023] ð One paper is accepted by ICLR 2023.
Research Experience
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Research Intern, Oct 2023 - Apr 2024, Singapore
Centre for Frontier AI Research (CFAR)
Agency for Science, Technology and Research (A*STAR)
Advised by Dr. Yueming Lyu and Prof. Ivor W. Tsang
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Research Intern, Nov 2024 - Now, Shanghai China
Microsoft Research Asia (MSRA)
Mentor: Dr. Yifei Shen
Featured Publications
![[Preprint25] Learning to Instruct for Visual Instruction Tuning](/research/publication/preprint-lit/featured_hu29c20fb19d2aaa59a3207076dda60f90_66256_6e9a8e2c6c036d808c782bdfa9ba4620.webp)
![[ICML24] Diversified Batch Selection for Training Acceleration](/research/publication/divbs-icml24/featured_hued91a4a953e6b1e7de93aecc19854f12_180243_0853265566e2a019e30c3dacb3659a72.webp)
![[ICLR24] On Harmonizing Implicit Subpopulations](/research/publication/she-iclr24/featured_hu23955b29d6f048fb2eeea73285ff5ec3_312228_4fef2f72a245da4fab6f3b7d007a5d05.webp)
![[NeurIPS23 spotlight] Combating Representation Learning Disparity with Geometric Harmonization](/research/publication/gh-nips23/featured_hu18217d1400dcf779b777d24d9cca2a72_310439_fd25eae2c005cca9fe7639264fbebbc2.webp)
![[ICCVW23] Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays](/research/publication/cvamd23/featured_hu7141e1659ace34c556cde9b5a2afd0a7_96907_7098f0ae2c6e168c61bdcd96069942f9.webp)
![[ICLR23] Long-Tailed Partial Label Learning via Dynamic Rebalancing](/research/publication/records-iclr23/featured_hub03c3e799938b3a20d6d6de0239d8146_216754_70d840946196c843502d44d4f6f3ebde.webp)
Academic Services
Conference Reviewer/Program Committee Member:
- International Conference on Learning Representations (ICLR), 2024-2025
- International Conference on Machine Learning (ICML), 2024-2025
- Conference on Neural Information Processing Systems (NeurIPS), 2023-2024
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
- IEEE/CVF International Conference on Computer Vision (ICCV), 2025
- International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
- European Conference on Computer Vision (ECCV), 2024
- Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
- ACM International Conference on Multimedia (ACMMM), 2024
Journal Reviewer:
- Nerual Networks
Address
- 800 Dongchuan Road, Shanghai, 200240
- Enter SEIEE Building 5 and take the stairs to Office 303A on Floor 3.