Zheyuan Liu
- Towards Safer Large Language Models through Machine Unlearning
2024/02/15 by Zheyuan Liu, Liu, Zheyuan, Guangyao Dou +7 · 24 citations
Computer Science · #Natural Language Processing Techniques
- Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
2024/02/06 by Zhaoxuan Tan, Qingkai Zeng, Tan, Zhaoxuan +9 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts
2024/06/15 by Zhaoxuan Tan, Zheyuan Liu, Tan, Zhaoxuan +3 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
- Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
2024/10/29 by Zheyuan Liu, Guangyao Dou, Liu, Zheyuan +10 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
2023/03/20 by Weixuan Sun, Sun, Weixuan, Jiayi Zhang +15 · 5 citations
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Digital Media Forensic Detection
- Graph Foundation Models: A Comprehensive Survey
2025/05/21 by Zehong Wang, Zheyuan Liu, Wang, Zehong +33 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Social and Information Networks (cs.SI)
- A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement
2023/08/10 by Pan Mu, Mu, Pan, Hanning Xu +9 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation
2023/08/08 by Weixuan Sun, Yanhao Zhang, Sun, Weixuan +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback
2025/10/19 by Zongjian Li, Li, Zongjian, Zheyuan Liu +23 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Multimodal Machine Learning Applications
- Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models
2025/02/21 by Zheyuan Liu, Guangyao Dou, Liu, Zheyuan +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models
2024/07/15 by Yiwei Yang, Yang, Yiwei, Zheyuan Liu +13 · 2 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
- Can Large Language Models Understand Preferences in Personalized Recommendation?
2025/01/23 by Zhaoxuan Tan, Tan, Zhaoxuan, Qingkai Zeng +10 · 3 citations
Computer Science · Psychology · #Recommender Systems and Techniques #Topic Modeling #Mental Health via Writing
- An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems
2023/05/02 by Weixuan Sun, Zheyuan Liu, Sun, Weixuan +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- UGMAE: A Unified Framework for Graph Masked Autoencoders
2024/02/12 by Yijun Tian, Tian, Yijun, Chuxu Zhang +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene expression and cancer classification #Graph Theory and Algorithms
- Superficial Self-Improved Reasoners Benefit from Model Merging
2025/03/03 by Xiangchi Yuan, Chunhui Zhang, Yuan, Xiangchi +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- OpenKD: Opening Prompt Diversity for Zero- and Few-shot Keypoint Detection
2024/09/30 by Changsheng Lu, Lu, Changsheng, Zheyuan Liu +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Image and Object Detection Techniques
- Steering Multimodal Large Language Models Decoding for Context-Aware Safety
2025/09/23 by Zheyuan Liu, Liu, Zheyuan, Zhangchen Xu +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- MemoHarness: Agent Harnesses That Learn from Experience
2026/07/14 by Yue Huang, Wenjie Wang, Han Bao +7 · 2 voices
#cs.AI #cs.CL