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Ziquan Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

28

Venues

13

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

28 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICost-Sensitive Conformal Training with Provably Controllable Learning Bounds.Xuesong Jia, Yuanjie Shi, Ziquan Liu, Yi Xu, Yan Yan
2026ACLConfidence Should Be Calibrated More Than One Turn Deep.Zhaohan Zhang, Chengzhengxu Li, Xiaoming Liu, Chao Shen, Ziquan Liu, Ioannis Patras
2026ACLGrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models.Zhaohan Zhang, Ziquan Liu, Ioannis Patras
2025AAAIPROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks.Chen Feng, Ziquan Liu, Zhuo Zhi, Ilija Bogunovic, Carsten Gerner-Beuerle, Miguel Rodrigues
2025COLINGCultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions.Reem I. Masoud, Ziquan Liu, Martin Ferianc, Philip C. Treleaven, Miguel Rodrigues
2025COLINGGet Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization.Zhaohan Zhang, Ziquan Liu, Ioannis Patras
2025CVPRAIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data.Zengqun Zhao, Ziquan Liu, Yu Cao, Shaogang Gong, Ioannis Patras
2025ICCVConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction.Danhui Chen, Ziquan Liu, Chuxi Yang, Dan Wang, Yan Yan, Yi Xu, Xiangyang Ji
2025ICCVTemporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking.Qiangqiang Wu, Yi Yu, Chenqi Kong, Ziquan Liu, Jia Wan, Haoliang Li, Alex C. Kot, Antoni B. Chan
2025ICLRQuery-based Knowledge Transfer for Heterogeneous Learning Environments.Norah Alballa, Wenxuan Zhang, Ziquan Liu, Ahmed M. Abdelmoniem, Mohamed Elhoseiny, Marco Canini
2025ICLRSEBRA : Debiasing through Self-Guided Bias Ranking.Adarsh Kappiyath, Abhra Chaudhuri, Ajay Kumar Jaiswal, Ziquan Liu, Yunpeng Li, Xiatian Zhu, Lu Yin
2025IROSRALAD: Bridging the Real-to-Sim Domain Gap in Autonomous Driving with Retrieval-Augmented Learning.Jiacheng Zuo, Haibo Hu, Zikang Zhou, Yufei Cui, Ziquan Liu, Jianping Wang, Nan Guan, Jin Wang, Chun Jason Xue
2024ECCVA Secure Image Watermarking Framework with Statistical Guarantees via Adversarial Attacks on Secret Key Networks.Feiyu Chen, Wei Lin, Ziquan Liu, Antoni B. Chan
2024ECCVThe Second Visual Object Tracking Segmentation VOTS2024 Challenge Results.Matej Kristan, Jir Matas, Pavel Tokmakov, Michael Felsberg, Luka Cehovin Zajc, Alan Lukezic, Khanh-Tung Tran, Xuan-Son Vu, Johanna Bjrklund, Hyung Jin Chang, Gustavo Fernndez, Minasadat Attari, Antoni B. Chan, Liang Chen, Xin Chen, Jaired Collins, Yutao Cui, Ganesh Sai Manas Devarapu, Yinglong Du, Heng Fan, Wan-Cyuan Fan, Zhenhua Feng, Mingqi Gao, Rama Krishna Sai S. Gorthi, Raghav Goyal, Jungong Han, Bijaya Kumar Hatuwal, Zhenyu He, Xiantao Hu, Xingsen Huang, Yuqing Huang, Dongmei Jiang, Ben Kang, Kannappan Palaniappan, Josef Kittler, Simiao Lai, Ning Li, Xiaohai Li, Xin Li, Cheng Liang, Liting Lin, Haibin Ling, Ting Liu, Ziquan Liu, Huchuan Lu, Yifei Luo, Deshui Miao, Juan David Mogollon, Ziqi Pang, Jaswanth Reddy Pochimireddy, Viktor Prutyanov, Gani Rahmon, Aleksandr Romanov, Liangtao Shi, Mennatullah Siam, Leonid Sigal, Arun Kumar Sivapuram, Roman A. Solovyev, Elham Soltani Kazemi, Imad Eddine Toubal, Jia Wan, Limin Wang, Xinying Wang, Yaowei Wang, Yu-Xiong Wang, Zhiquan Wang, Gangshan Wu, Qiangqiang Wu, Xiaojun Wu, Zihao Xia, Jinxia Xie, Chenlong Xu, Tianyang Xu, Yong Xu, Chaocan Xue, Chao Yang, Jinyu Yang, Ming-Hsuan Yang, Chenyang Yu, Ke Yu, Chunhui Zhang, Jiaming Zhang, Zhipeng Zhang, Feng Zheng, Yaozong Zheng, Bineng Zhong, Jinglin Zhou, Junbao Zhou, Yong Zhou, Zikun Zhou, Guibo Zhu, Jiawen Zhu, Xuefeng Zhu, Vladimir V. Zunin
2024ICMLThe Pitfalls and Promise of Conformal Inference Under Adversarial Attacks.Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan
2023CVPRTWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization.Ziquan Liu, Yi Xu, Xiangyang Ji, Antoni B. Chan
2023CVPRDropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks.Qiangqiang Wu, Tianyu Yang, Ziquan Liu, Baoyuan Wu, Ying Shan, Antoni B. Chan
2023ICLRBayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images.Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue, Antoni B. Chan
2022BMVCBoosting Adversarial Robustness From The Perspective of Effective Margin Regularization.Ziquan Liu, Antoni B. Chan
2021CVPRBayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression.Yufei Cui, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue
2021CVPRA Generalized Loss Function for Crowd Counting and Localization.Jia Wan, Ziquan Liu, Antoni B. Chan
2021DASCFeature Pyramid Hierarchy based DeltaNet Network for Insulator Defect Detection.Ziquan Liu, Nan Yao, Xi Wu, Jinggang Yang, Hai Xue
2021DASCDetection of Transmission Line Corridors Risk Intrusion based on B-CNN.Nan Yao, Ziquan Liu, Zhen Wang, Yongling Lu, Hai Xue
2021DASCBolt Defect Detection Based on CenterNet Model.Nan Yao, Yuxi Zhao, Xi Wu, Ziquan Liu, Jianhua Qin
2021HPCCTarget Detection of Engineering Vehicles Based on Co-learning Labels.Zhen Wang, Nan Yao, Ziquan Liu, Xueqiong Zhu, Hai Xue
2021HPCCA Deep Image Denoising Method at Transmit Electricity Surveillance Environment.Nan Yao, Ziquan Liu, Zhen Wang, Yongling Lu, Jianhua Qin
2020IJCAIFully Nested Neural Network for Adaptive Compression and Quantization.Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue
2019IJCAIParametric Manifold Learning of Gaussian Mixture Models.Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan