Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. - Adrian El Baz; Ihsan Ullah; Edesio Alcobaça; André C. P. L. F. de Carvalho; Hong Chen 011; Fabio Ferreira; Henry Gouk; Chaoyu Guan; Isabelle Guyon; Timothy M. Hospedales; Shell Hu; Mike Huisman; et al. (NeurIPS (Competition and Demos), 2021)

NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. - Dustin Carrión-Ojeda; Mahbubul Alam; Sergio Escalera; Ahmed K. Farahat; Dipanjan Ghosh; Maria Teresa Gonzalez Diaz; Chetan Gupta 001; Isabelle Guyon; Joël Roman Ky; Xian Yeow Lee; Xin Liu; Felix Mohr; et al. (NeurIPS (Competition and Demos), 2021)

OmniPrint: A Configurable Printed Character Synthesizer. - Haozhe Sun; Wei-Wei Tu; Isabelle Guyon (NeurIPS Datasets and Benchmarks, 2021)

Effectiveness of Optimization Algorithms in Deep Image Classification. - Zhaoyang Zhu; Haozhe Sun; Chi Zhang (CoRR, 2021)

Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. - Ihsan Ullah; Dustin Carrión-Ojeda; Sergio Escalera; Isabelle Guyon; Mike Huisman; Felix Mohr; Jan N. van Rijn; Haozhe Sun; Joaquin Vanschoren; Phan Anh Vu (NeurIPS, 2022)

LTU Attacker for Membership Inference. - Joseph Pedersen; Rafael Muñoz-Gómez; Jiangnan Huang 001; Haozhe Sun; Wei-Wei Tu; Isabelle Guyon (Algorithms, 2022)

Research on a Fiber Optic Oxygen Sensor Based on All-Phase Fast Fourier Transform (apFFT) Phase Detection. - Pengkai Xia; Haiyang Zhou; Haozhe Sun; Qingfeng Sun; Rupert Griffiths (Sensors, 2022)

RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. - Haozhe Sun; Isabelle Guyon; Felix Mohr; Hedi Tabia (IJCNN, 2023)

Modularity in Deep Learning: A Survey. - Haozhe Sun; Isabelle Guyon (CoRR, 2023)

3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing. - Chao Chen; Yankun Chen; Haohai Jin; Li Chen; Zhisong Liu; Haozhe Sun; Junchi Hong; Haonan Wang; Shiyu Fang; Xin Zhang (Intell. Autom. Soft Comput., 2023)

Modularity in deep learning. (Modularité dans l'apprentissage profond). - Haozhe Sun (2023)

AGV-Assisted Construction of Dynamic Wi-Fi Fingerprint Databases for Indoor Localization. - Yifan Wei; Haozhe Sun; Xuyang Pan; Shengye Hu; Zhe Tang; Taoyu Wu; Sihao Li; Kyeong Soo Kim; Limin Yu; Jeremy S. Smith (CANDARW, 2024)

Correction: 3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing. - Chao Chen; Yankun Chen; Haohai Jin; Li Chen; Zhisong Liu; Haozhe Sun; Junchi Hong; Haonan Wang; Shiyu Fang; Xin Zhang (Intell. Autom. Soft Comput., 2024)

Utilizing Normal Time-Frequency Transform-Assisted GNSS-R to Retrieve Sea Surface Height. - Feng Gao; Huiwen Hu; Lintao Liu; Guocheng Wang; Haozhe Sun (IEEE Trans. Geosci. Remote. Sens., 2024)

DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies. - Haozhe Sun; Alexandre Heuillet; Felix Mohr; Hedi Tabia (IEEE J. Sel. Top. Signal Process., 2024)

Autoformalization in the Era of Large Language Models: A Survey. - Ke Weng; Lun Du; Sirui Li; Wangyue Lu; Haozhe Sun; Hengyu Liu 001; Tiancheng Zhang 001 (CoRR, 2025)

Automated Formalization via Conceptual Retrieval-Augmented LLMs. - Wangyue Lu; Lun Du; Sirui Li; Ke Weng; Haozhe Sun; Hengyu Liu 001; Minghe Yu; Tiancheng Zhang 001; Ge Yu 001 (CoRR, 2025)