Jianyu Zhang, Niklas Nolte, Ranajoy Sadhukhan, Beidi Chen, and Léon Bottou. Memory Mosaics. ICLR 2025.
Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Leon Bottou, Zhihao Jia, Beidi Chen. Magicpig: Lsh sampling for efficient llm generation. ICLR 2025.
Jianyu Zhang, Léon Bottou: Fine-tuning with Very Large Dropout. arXiv preprint arXiv:2403.00946 (2024).
Jianyu Zhang, Léon Bottou: Learning useful representations for shifting tasks and distributions, ICML, 2023
Alexandre Ramé, Kartik Ahuja, Jianyu Zhang, Matthieu Cord, Léon Bottou, and David Lopez-Paz: Model Ratatouille: Recycling diverse models for out-of-distribution generalization, ICML, 2023
Jianyu Zhang, David Lopez-Paz and Léon Bottou: Rich Feature Construction for the Optimization-Generalization Dilemma. In ICML, 2022.
Zhengdao Chen, Jianyu Zhang, Martin Arjovsky, and Léon Bottou: Symplectic recurrent neural networks, In International Conference on Learning Representations ICLR, 2020.
Jianyu Zhang, Pierre Roussel, and Bruce Denby: Creating song from lip and tongue videos with a convolutional vocoder. IEEE Access, 9, pp. 13076-13082. 2021
Jianyu Zhang, Jianye Hao, and Françoise Fogelman-Soulié.: Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning. In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 818-829. Springer, Cham, 2020.
Françoise Fogelman‐Soulié, Lanxiang Mei, Jianyu Zhang, Yiming Li, Wen Ge, Yinglan Li, and Qiaofei Ye: Recommender Systems and Attributed Networks. Advances in Data Science: Symbolic, Complex and Network Data, 4, pp. 139-167. 2020
Jianyu Zhang Jianye Hao, Françoise Fogelman-Soulié, and Zan Wang: Automatic feature engineering by deep reinforcement learning. In Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pp. 2312-2314. 2019.
Jianyu Zhang, and Françoise Fogelman-Soulié: KKbox’s music recommendation challenge solution with feature engineering. In 11th ACM International Conference on Web Search and Data Mining WSDM. 2018.
Jianyu Zhang, Françoise Fogelman-Soulié, and Christine Largeron: Towards automatic complex feature engineering. In International Conference on Web Information Systems Engineering, pp. 312-322. Springer, Cham, 2018.