| 2025 | Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment. | Chenghao Fan, Zhenyi Lu, Sichen Liu, Chengfeng Gu, Xiaoye Qu, Wei Wei, Yu Cheng |
| 2025 | Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond. | Chongyu Fan, Jinghan Jia, Yihua Zhang, Anil Ramakrishna, Mingyi Hong, Sijia Liu |
| 2025 | FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation. | Zheng Fang, Lichuan Xiang, Xu Cai, Kaicheng Zhou, Hongkai Wen |
| 2025 | Homophily Enhanced Graph Domain Adaptation. | Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang |
| 2025 | Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation. | Hung-Chieh Fang, Po-Yi Lu, Hsuan-Tien Lin |
| 2025 | Understanding and Mitigating Memorization in Diffusion Models for Tabular Data. | Zhengyu Fang, Zhimeng Jiang, Huiyuan Chen, Xiao Li, Jing Li |
| 2025 | SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation. | Haoquan Fang, Markus Grotz, Wilbert Pumacay, Yi Ru Wang, Dieter Fox, Ranjay Krishna, Jiafei Duan |
| 2025 | Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate. | Yifan Fang, Yifei Fang, Ruizhe Chen, Haote Xu, Xinghao Ding, Yue Huang |
| 2025 | Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection. | Xiang Fang, Arvind Easwaran, Blaise Genest |
| 2025 | FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation. | Chengying Fang, Wenke Huang, Guancheng Wan, Yihao Yang, Mang Ye |
| 2025 | Towards a Unified Framework of Clustering-based Anomaly Detection. | Zeyu Fang, Ming Gu, Sheng Zhou, Jiawei Chen, Qiaoyu Tan, Haishuai Wang, Jiajun Bu |
| 2025 | Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models. | Yiyang Fang, Jian Liang, Wenke Huang, He Li, Kehua Su, Mang Ye |
| 2025 | De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks. | Wei Fan, Kejiang Chen, Chang Liu, Weiming Zhang, Nenghai Yu |
| 2025 | Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner. | Chenyou Fan, Chenjia Bai, Zhao Shan, Haoran He, Yang Zhang, Zhen Wang |
| 2025 | MedRAX: Medical Reasoning Agent for Chest X-ray. | Adibvafa Fallahpour, Jun Ma, Alif Munim, Hongwei Lyu, Bo Wang |
| 2025 | Signed Laplacians for Constrained Graph Clustering. | John Stewart Fabila-Carrasco, He Sun |
| 2025 | Understanding Complexity in VideoQA via Visual Program Generation. | Cristbal Eyzaguirre, Igor Vasiljevic, Achal Dave, Jiajun Wu, Rares Andrei Ambrus, Thomas Kollar, Juan Carlos Niebles, Pavel Tokmakov |
| 2025 | Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression. | Benjamin Eyre, David Madras |
| 2025 | Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning. | Adri Lpez Escoriza, Nicklas Hansen, Stone Tao, Tongzhou Mu, Hao Su |
| 2025 | Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions. | Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J. Foti, Joseph Futoma |
| 2025 | Distributed Event-Based Learning via ADMM. | Gner Dilsad Er, Sebastian Trimpe, Michael Muehlebach |
| 2025 | Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching. | Federico Errica, Henrik Christiansen, Viktor Zaverkin, Takashi Maruyama, Mathias Niepert, Francesco Alesiani |
| 2025 | Reinforcement Learning for Quantum Control under Physical Constraints. | Jan Ole Ernst, Aniket Chatterjee, Tim Franzmeyer, Axel Kuhn |
| 2025 | Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. | Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami |
| 2025 | Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs. | William H. English, Dominic Simon, Sumit Kumar Jha, Rickard Ewetz |