Wu, Yichen

14 publications

ICCV 2025 DOGR: Towards Versatile Visual Document Grounding and Referring Yinan Zhou, Yuxin Chen, Haokun Lin, Yichen Wu, Shuyu Yang, Zhongang Qi, Chen Ma, Li Zhu

ICCV 2025 FiVE-Bench: A Fine-Grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models Minghan Li, Chenxi Xie, Yichen Wu, Lei Zhang, Mengyu Wang

ICLR 2025 SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning Yichen Wu, Hongming Piao, Long-Kai Huang, Renzhen Wang, Wanhua Li, Hanspeter Pfister, Deyu Meng, Kede Ma, Ying Wei

NeurIPS 2025 Semi-Supervised Regression with Heteroscedastic Pseudo-Labels Xueqing Sun, Renzhen Wang, Quanziang Wang, Yichen Wu, Xixi Jia, Deyu Meng

CVPR 2025 Task-Driven Image Fusion with Learnable Fusion Loss Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Yichen Wu, Lilun Deng, Yukun Cui, Tao Feng, Shuang Xu

NeurIPS 2024 DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei

ICML 2024 Federated Continual Learning via Prompt-Based Dual Knowledge Transfer Hongming Piao, Yichen Wu, Dapeng Wu, Ying Wei

ICLR 2024 Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei

ICML 2024 Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization Yichen Wu, Hong Wang, Peilin Zhao, Yefeng Zheng, Ying Wei, Long-Kai Huang

ICCV 2023 CBA: Improving Online Continual Learning via Continual Bias Adaptor Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng

ICLR 2023 Imbalanced Semi-Supervised Learning with Bias Adaptive Classifier Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng

NeurIPS 2022 Adversarial Task Up-Sampling for Meta-Learning Yichen Wu, Long-Kai Huang, Ying Wei

AAAI 2021 Learning to Purify Noisy Labels via Meta Soft Label Corrector Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

ICML 2013 A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora, Rong Ge, Yonatan Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu