Liu, Ziquan
- Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions
2023/08/25 by Reem I. Masoud, Masoud, Reem I., Ziquan Liu +7 · 13 citations
Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
2025/03/14 by Cheng, Zixu, Hu, Jian, Liu, Ziquan +3 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Improved Fine-Tuning by Better Leveraging Pre-Training Data
2021/11/24 by Ziquan Liu, Liu, Ziquan, Yi Xu +13 · 4 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
2022/05/25 by Liu, Ziquan, Xu, Yi, Xu, Yuanhong +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
2025/03/11 by Zhi, Zhuo, Feng, Chen, Daneshmend, Adam +6 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization
2023/03/20 by Ziquan Liu, Yi Xu, Liu, Ziquan +5 · 2 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking
2025/07/10 by Wu, Qiangqiang, Yu, Yi, Kong, Chenqi +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
2024/02/04 by Ziquan Liu, Feng, Chen, Liu, Ziquan +8 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning
- The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
2024/05/14 by Liu, Ziquan, Cui, Yufei, Yan, Yan +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- RALAD: Bridging the Real-to-Sim Domain Gap in Autonomous Driving with Retrieval-Augmented Learning
2025/01/21 by Zuo, Jiacheng, Haibo Hu, Zikang Zhou +14 · 1 citation
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Sebra: Debiasing Through Self-Guided Bias Ranking
2025/01/30 by Adarsh Kappiyath, Kappiyath, Adarsh, Chaudhuri, Abhra +9 · 1 citation
Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Ethics and Social Impacts of AI #Domain Adaptation and Few-Shot Learning
- AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data
2025/03/07 by Zhao, Zengqun, Liu, Ziquan, Cao, Yu +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CASteer: Steering Diffusion Models for Controllable Generation
2025/03/11 by Gaintseva, Tatiana, Oncescu, Andreea-Maria, Ma, Chengcheng +5 · 1 citation
#FOS: Computer and information sciences #Graphics (cs.GR)