| 2026 | AAAI | Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model. | Hyun-Jic Oh, Junsik Kim, Zhiyi Shi, Yichen Wu, Yu-An Chen, Peter K. Sorger, Hanspeter Pfister, Won-Ki Jeong |
| 2026 | ACL | Detecting AI-Generated Video: A Vision-Language Dual-View Survey. | Dylan Xinming Hou, Juntian Zhang, Xu Gu, Yichen Wu, Nils Lukas, Gus Xia, Xiuying Chen, Yuhan Liu |
| 2026 | ACL | Forest Before Trees: Latent Superposition for Efficient Visual Reasoning. | Yubo Wang, Juntian Zhang, Yichen Wu, Yankai Lin, Nils Lukas, Yuhan Liu |
| 2025 | CVPR | Task-driven Image Fusion with Learnable Fusion Loss. | Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Yichen Wu, Lilun Deng, Yukun Cui, Tao Feng, Shuang Xu |
| 2025 | DICTA | Prompt-Guided Dual Latent Steering for Inversion Problems. | Yichen Wu, Xu Liu, Chenxuan Zhao, Xinyu Wu |
| 2025 | HCI | The Structural Analysis and Study of Lower Limb Exoskeleton Based on Biomechanics. | Xiaoyang Chen, Yichen Wu |
| 2025 | HCI | Optimization of Intelligent Product Design Process Based on the KJ-AHP Model: A Case Study of Intelligent Firefighting Helmet Design. | Yichen Wu, Hanjian Chen |
| 2025 | HCI | Research on Multimodal Interactive Optimization and Collaborative Strategies in Home Fitness Guidance. | Yichen Wu, Yiran Tan |
| 2025 | ICCV | 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 |
| 2025 | ICCV | DOGR: Towards Versatile Visual Document Grounding and Referring. | Yinan Zhou, Yuxin Chen, Haokun Lin, Yichen Wu, Shuyu Yang, Zhongang Qi, Chen Ma, Li Zhu |
| 2025 | ICLR | 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 |
| 2024 | HCI | A Study on Enhancing the Influence of Intelligent Investment Advisors on Users Through Experience Design. | Beilei Feng, Yichen Wu |
| 2024 | HCI | Innovative Design of Interactive Shadow Puppets for Children Based on STEAM Education Concept. | Chen Wang, Jianan Liu, Lingyan Zhang, Xinyi Chen, Yichen Wu |
| 2024 | HCI | On the Influence and Application of Regional Culture in Interaction Design. | Yichen Wu, Ruoyuan Liao |
| 2024 | ICLR | Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction. | Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei |
| 2024 | ICML | Federated Continual Learning via Prompt-based Dual Knowledge Transfer. | Hongming Piao, Yichen Wu, Dapeng Wu, Ying Wei |
| 2024 | ICML | 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 |
| 2023 | HCI | Research on the Strategy of Digital Services in the Adoption Scene of Pet Shelters. | Jianan Liu, Yichen Wu |
| 2023 | HCI | The Strategy of Sustainable Concepts in the Design of Digital Services for Broken Screen Insurance. | Xiaotong Tian, Yichen Wu |
| 2023 | HCI | The Scope and Analysis of Design Methodologies for User Experience in Interaction Design. | Yichen Wu |
| 2023 | ICCV | CBA: Improving Online Continual Learning via Continual Bias Adaptor. | Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng |
| 2023 | ICLR | Imbalanced Semi-supervised Learning with Bias Adaptive Classifier. | Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng |
| 2022 | HCI | The Exploration of Tools and Methods for Designing Smart Products in User Experience. | Yichen Wu |
| 2022 | VTC | MAB-Based 3-Way Neighbor Discovery for Wireless Networks Using Directional Antennas. | Wenliang Sun, Yichen Wu, Yu Zhang |
| 2021 | AAAI | Learning to Purify Noisy Labels via Meta Soft Label Corrector. | Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng |
| 2021 | MICCAI | Neighbor Matching for Semi-supervised Learning. | Renzhen Wang, Yichen Wu, Huai Chen, Lisheng Wang, Deyu Meng |
| 2020 | HCI | The Design-Related Quality Factors of Smart and Interactive Products - From Industrial Design to User Experience and Interaction Design. | Yichen Wu |
| 2020 | VTC | Clipping Noise Estimation Based on Deep Complex Neural Network with Sparsity Constraint. | Xudong Zhang, Yu Zhang, Xiaohua Chang, Yichen Wu, Changyong Pan |
| 2020 | VTC | Robust Clipping Noise Cancellation Based on Location-Aware Compressed Sensing. | Xudong Zhang, Yu Zhang, Xiaohua Chang, Yichen Wu, Changyong Pan |
| 2018 | HCI | An Exploration of Interaction Design Methodologies for Education: Comparing Professional vs. Educational Approaches, and Investigating the Role of Local Design Cultures. | Yichen Wu, Margherita Pillan |
| 2013 | ICML | A Practical Algorithm for Topic Modeling with Provable Guarantees. | Sanjeev Arora, Rong Ge, Yonatan Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu |