Huan, Jun

14 publications

ICLR 2025 Enhancing Language Model Agents Using Diversity of Thoughts Vijay Lingam, Behrooz Omidvar Tehrani, Sujay Sanghavi, Gaurav Gupta, Sayan Ghosh, Linbo Liu, Jun Huan, Anoop Deoras

ICLR 2025 Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu, Ruirui Li, Yunzhe Qi, Hui Liu, Xianfeng Tang, Tianqi Zheng, Qingyu Yin, Monica Xiao Cheng, Jun Huan, Haoyu Wang, Jing Gao

ICML 2023 Fast Federated Machine Unlearning with Nonlinear Functional Theory Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan

ICCV 2021 Semi-Supervised Active Learning with Temporal Output Discrepancy Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou

ICLR 2020 FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary Yingzhen Yang, Jiahui Yu, Nebojsa Jojic, Jun Huan, Thomas S. Huang

IJCAI 2020 Generating Person Images with Appearance-Aware Pose Stylizer Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou

ICLR 2020 NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks Isaac Ahern, Adam Noack, Luis Guzman-Nateras, Dejing Dou, Boyang Li, Jun Huan

ICML 2020 On the Noisy Gradient Descent That Generalizes as SGD Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu

AAAI 2020 Ultrafast Photorealistic Style Transfer via Neural Architecture Search Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo

ICLR 2019 Delta: Deep Learning Transfer Using Feature mAP with Attention for Convolutional Networks Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan

WACV 2019 Instance-Based Deep Transfer Learning Tianyang Wang, Jun Huan, Michelle Zhu

AAAI 2019 SpHMC: Spectral Hamiltonian Monte Carlo Haoyi Xiong, Kafeng Wang, Jiang Bian, Zhanxing Zhu, Cheng-Zhong Xu, Zhishan Guo, Jun Huan

AAAI 2019 Understanding Actors and Evaluating Personae with Gaussian Embeddings Hannah Kim, Denys Katerenchuk, Daniel Billet, Jun Huan, Haesun Park, Boyang Li

UAI 2016 Towards a Theoretical Understanding of Negative Transfer in Collective Matrix Factorization Chao Lan, Jianxin Wang, Jun Huan