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2020 – today
- 2025
[i9]Ke Weng, Lun Du, Sirui Li, Wangyue Lu, Haozhe Sun, Hengyu Liu
, Tiancheng Zhang:
Autoformalization in the Era of Large Language Models: A Survey. CoRR abs/2505.23486 (2025)- [i8]Wangyue Lu, Lun Du, Sirui Li, Ke Weng, Haozhe Sun, Hengyu Liu, Minghe Yu, Tiancheng Zhang, Ge Yu:
Automated Formalization via Conceptual Retrieval-Augmented LLMs. CoRR abs/2508.06931 (2025) - [i7]Sirui Li, Wangyue Lu, Xiaorui Shi, Ke Weng, Haozhe Sun, Minghe Yu, Tiancheng Zhang, Ge Yu, Hengyu Liu, Lun Du:
MSC-180: A Benchmark for Automated Formal Theorem Proving from Mathematical Subject Classification. CoRR abs/2512.18256 (2025) - 2024
- [j6]Chao Chen, Yankun Chen, Haohai Jin, Li Chen, Zhisong Liu, Haozhe Sun, Junchi Hong, Haonan Wang, Shiyu Fang, Xin Zhang:
Correction: 3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing. Intell. Autom. Soft Comput. 39(1): 113-114 (2024) - [j5]Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia:
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies. IEEE J. Sel. Top. Signal Process. 18(6): 997-1009 (2024) - [j4]Feng Gao, Huiwen Hu, Lintao Liu, Guocheng Wang, Haozhe Sun:
Utilizing Normal Time-Frequency Transform-Assisted GNSS-R to Retrieve Sea Surface Height. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [c6]Yifan Wei, Haozhe Sun, Xuyang Pan, Shengye Hu, Zhe Tang, Taoyu Wu, Sihao Li, Kyeong Soo Kim, Limin Yu, Jeremy S. Smith:
AGV-Assisted Construction of Dynamic Wi-Fi Fingerprint Databases for Indoor Localization. CANDARW 2024: 225-231 - 2023
- [b1]Haozhe Sun:
Modularity in deep learning. (Modularité dans l'apprentissage profond). University of Paris-Saclay, France, 2023 - [j3]Chao Chen, Yankun Chen, Haohai Jin, Li Chen, Zhisong Liu, Haozhe Sun, Junchi Hong, Haonan Wang, Shiyu Fang, Xin Zhang:
3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing. Intell. Autom. Soft Comput. 37(2): 1655-1672 (2023) - [c5]Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia:
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. IJCNN 2023: 1-9 - [i6]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR abs/2302.08909 (2023) - [i5]Haozhe Sun, Isabelle Guyon:
Modularity in Deep Learning: A Survey. CoRR abs/2310.01154 (2023) - [i4]Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia:
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. CoRR abs/2310.01157 (2023) - 2022
- [j2]Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang, Haozhe Sun, Wei-Wei Tu, Isabelle Guyon:
LTU Attacker for Membership Inference. Algorithms 15(7): 254 (2022) - [j1]Pengkai Xia, Haiyang Zhou, Haozhe Sun, Qingfeng Sun, Rupert Griffiths:
Research on a Fiber Optic Oxygen Sensor Based on All-Phase Fast Fourier Transform (apFFT) Phase Detection. Sensors 22(18): 6753 (2022) - [c4]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS 2022 - [i3]Haozhe Sun, Wei-Wei Tu, Isabelle Guyon:
OmniPrint: A Configurable Printed Character Synthesizer. CoRR abs/2201.06648 (2022) - [i2]Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang, Haozhe Sun, Wei-Wei Tu, Isabelle Guyon:
LTU Attacker for Membership Inference. CoRR abs/2202.02278 (2022) - 2021
- [c3]Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin:
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. NeurIPS (Competition and Demos) 2021: 50-72 - [c2]Adrian El Baz, Ihsan Ullah, Edesio Alcobaça, André C. P. L. F. de Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Chaoyu Guan, Isabelle Guyon, Timothy M. Hospedales, Shell Hu, Mike Huisman, Frank Hutter, Zhengying Liu, Felix Mohr, Ekrem Öztürk, Jan N. van Rijn, Haozhe Sun, Xin Wang, Wenwu Zhu:
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. NeurIPS (Competition and Demos) 2021: 80-96 - [c1]Haozhe Sun, Wei-Wei Tu, Isabelle Guyon:
OmniPrint: A Configurable Printed Character Synthesizer. NeurIPS Datasets and Benchmarks 2021 - [i1]Zhaoyang Zhu, Haozhe Sun, Chi Zhang:
Effectiveness of Optimization Algorithms in Deep Image Classification. CoRR abs/2110.01598 (2021)
Coauthor Index
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