Zeng, Ziqian
- DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
2024/03/26 by Huiping Zhuang, Zhuang, Huiping, Run He +9 · 9 citations
Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Imbalanced Data Classification Techniques
- Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge
2024/04/08 by Weikai Lu, Lu, Weikai, Ziqian Zeng +11 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection
- GACL: Exemplar-Free Generalized Analytic Continual Learning
2024/03/23 by Huiping Zhuang, Yizhu Chen, Zhuang, Huiping +13 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dissecting Fine-Tuning Unlearning in Large Language Models
2024/10/09 by Hong, Yihuai, Zou, Yuelin, Hu, Lijie +3 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
2024/06/20 by Tao Zhang, Zhang, Tao, Ziqian Zeng +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
- PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration
2024/06/03 by Ziqian Zeng, Zeng, Ziqian, J.H. Wang +9 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data
- AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
2024/05/25 by Run He, Kai Tong, He, Run +12 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings
2025/02/18 by Weikai Lu, Hao Peng, Lu, Weikai +7 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
2024/03/23 by Zhuang, Huiping, Liu, Yuchen, He, Run +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fair Representation Learning for Heterogeneous Information Networks
2021/04/18 by Ziqian Zeng, Rashidul Islam, Zeng, Ziqian +9 · 1 citation
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
- On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction
2024/02/28 by Jianwei Wang, Wang, Jianwei, Tian‐Yin Wang +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification
- ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
2023/12/19 by Ziqian Zeng, Yihuai Hong, Zeng, Ziqian +7 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- AIR: Analytic Imbalance Rectifier for Continual Learning
2024/08/19 by Di Fang, Fang, Di, Yinan Zhu +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens
2024/02/24 by Ziqian Zeng, Zeng, Ziqian, Jiahong Yu +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
2024/05/23 by Li, Haoran, Zhao, Xinyuan, Guo, Dadi +6 · 1 citation
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners
2025/09/29 by Li, Haoran, Chen, Yulin, Zeng, Jingru +7 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation
2024/10/05 by Libo Zhao, Jing Li, Zhao, Libo +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling