Gaowen Liu

1. Model Sparsity Can Simplify Machine Unlearning
   2023/04/11 by Jinghan Jia, Jia, Jinghan, Jiancheng Liu +13 · 36 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. A Survey on Large Language Model-Based Game Agents
   2024/04/02 by Sihao Hu, Tiansheng Huang, Hu, Sihao +13 · 27 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
3. Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
   2024/06/12 by Jiabao Ji, Yujian Liu, Ji, Jiabao +11 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Library Science and Information Systems
4. SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
   2025/04/09 by Boyuan Zheng, Zheng, Boyuan, Xiaolong Jin +18 · 22 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Personal Information Management and User Behavior #Web Data Mining and Analysis
5. Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization
   2024/05/30 by Yuchi Liu, Jaskirat Singh, Liu, Yuchi +7 · 7 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Embedded Systems Design Techniques #Advanced Control Systems Optimization
6. Answer is All You Need: Instruction-following Text Embedding via Answering the Question
   2024/02/15 by Letian Peng, Yuwei Zhang, Peng, Letian +11 · 5 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Speech and dialogue systems #Topic Modeling
7. Fast ECoT: Efficient Embodied Chain-of-Thought via Thoughts Reuse
   2025/06/09 by Zhekai Duan, Yuan Zhang, Duan, Zhekai +9 · 11 citations
   Computer Science · Psychology · #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #Reinforcement Learning in Robotics
8. SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
   2025/05/22 by Kaiwen Zhou, Zhou, Kaiwen, Gaowen Liu +10 · 13 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy #Topic Modeling
9. Urban Scene Diffusion through Semantic Occupancy Map
   2024/03/18 by Junge Zhang, Qihang Zhang, Zhang, Junge +9 · 4 citations
   Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis
10. MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
    2024/04/08 by Matteo Farina, Massimiliano Mancini, Farina, Matteo +9 · 4 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Speech and dialogue systems
11. Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
    2024/04/18 by Jiabao Ji, Bairu Hou, Ji, Jiabao +17 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
12. From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
    2023/11/04 by Zhuoshi Pan, Yuguang Yao, Pan, Zhuoshi +11 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
13. Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
    2025/02/08 by Venkatesh Mishra, Mishra, Venkatesh, Bimsara Pathiraja +13 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
14. SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding
    2024/07/03 by Weitai Kang, Kang, Weitai, Gaowen Liu +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
15. MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection
    2024/04/07 by Hou-I Liu, Christine J. Wu, Liu, Hou-I +17 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
16. Adaptive Deep Neural Network Inference Optimization with EENet
    2023/01/15 by Fatih İlhan, Ilhan, Fatih, Ka-Ho Chow +18 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
17. Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
    2025/03/14 by Yi‐Wei Chen, Chen, Yiwei, Yuguang Yao +9 · 4 citations
    Decision Sciences · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Measurement and Uncertainty Evaluation
18. A First-order Generative Bilevel Optimization Framework for Diffusion Models
    2025/02/12 by Quan Xiao, Xiao, Quan, Hui Yuan +11 · 3 citations
    Computer Science · Economics, Econometrics and Finance · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic processes and financial applications
19. Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities
    2024/03/07 by Kaiwen Cai, Zhekai Duan, Cai, Kaiwen +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
20. Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval
    2025/03/12 by Yuwei Zhang, Zhang, Yuwei, Jayanth Srinivasa +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
21. MGD³: Mode-Guided Dataset Distillation using Diffusion Models
    2025/05/25 by Jeffrey A. Chan-Santiago, Praveen Tirupattur, Chan-Santiago, Jeffrey A. +7 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
22. Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification
    2024/12/21 by Changchang Sun, Ren Wang, Sun, Changchang +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
23. Prompt Diffusion Robustifies Any-Modality Prompt Learning
    2024/10/26 by Yingjun Du, Gaowen Liu, Du, Yingjun +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
24. Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
    2025/03/28 by Changchang Sun, Sun, Changchang, Gaowen Liu +5 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
25. Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning
    2026/07/21 by Zijie Liu, Jinhao Duan, Gaowen Liu +2
    #cs.CL #cs.LG