Ziyi Liu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 112

Top Venues

Publications

Xue Yu, Ziyi Liu, Wu Wang, Yifan Sun
Clustered federated learning based on nonconvex pairwise fusion. Inf. Sci. 678 (2024)
Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou
Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee. ICDE (2024)
Chaoran Cui, Fan'an Meng, Chunyun Zhang, Ziyi Liu, Lei Zhu, Shuai Gong, Xue Lin
Adversarial Source Generation for Source-Free Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Ziyi Liu, Idan Attias, Daniel M. Roy
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals. CoRR (2024)
Yunming Zhang, Dengpan Ye, Sipeng Shen, Caiyun Xie, Ziyi Liu, Jiacheng Deng, Long Tang
Double Privacy Guard: Robust Traceable Adversarial Watermarking against Face Recognition. CoRR (2024)
Ziyi Liu, Huandong Wang, Yong Li
Understanding Deployment Experience of 5G. WWW (Companion Volume) (2024)
Ziyi Liu, Abhishek Anand, Pei Zhou, Jen-tse Huang, Jieyu Zhao
InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context. CoRR (2024)
Yimin Luo, Qinyu Yang, Ziyi Liu, Zenglin Shi, Weimin Huang, Guoyan Zheng, Jun Cheng
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Jingjing Jiang, Ziyi Liu, Nanning Zheng
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering. Int. J. Comput. Vis. 132 (1) (2024)
Ziyi Liu, Zhengzhe Zhu, Lijun Zhu, Enze Jiang, Xiyun Hu, Kylie A. Peppler, Karthik Ramani
ClassMeta: Designing Interactive Virtual Classmate to Promote VR Classroom Participation. CHI (2024)
Joey Huang, Ariel Han, Ana M. Villanueva, Ziyi Liu, Zhengzhe Zhu, Karthik Ramani, Kylie Peppler
Deepening children's STEM learning through making and creative writing. Int. J. Child Comput. Interact. 40 (2024)
Dizhi Ma, Xiyun Hu, Jingyu Shi, Mayank Patel, Rahul Jain, Ziyi Liu, Zhengzhe Zhu, Karthik Ramani
avaTTAR: Table Tennis Stroke Training with On-body and Detached Visualization in Augmented Reality. CoRR (2024)
Aisen Yang, Lulu Xu, Na Qin, Deqing Huang, Ziyi Liu, Jian Shu
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT. Appl. Intell. 54 (5) (2024)
Jinliang Zhang, Ziyi Liu
Interval prediction of crude oil spot price volatility: An improved hybrid model integrating decomposition strategy, IESN and ARIMA. Expert Syst. Appl. 252 (2024)
Jingdong Zhao, Zirui Wang, Ziyi Liu, Liangliang Zhao, Qifan Duan, Hong Liu
Model Design and Concept of Operations of Standard Interface for On-orbit Construction. ICRA (2024)
Ziyi Liu, Yiming Zhang, Congcong Zhou
BiGRU-attention for Continuous blood pressure trends estimation through single channel PPG. Comput. Biol. Medicine 168 (2024)
Ziyi Liu, Yu Cai, Qiling Tang
Nuclei detection in breast histopathology images with iterative correction. Medical Biol. Eng. Comput. 62 (2) (2024)
Yangcen Liu, Ziyi Liu, Yuanhao Zhai, Wen Li, David Doerman, Junsong Yuan
STAT: Towards Generalizable Temporal Action Localization. CoRR (2024)
Jun Li, Lejia Zhou, Zhengquan Li, Weidong Gao, Ru Ji, Jintao Zhu, Ziyi Liu
Deep Learning-Assisted Adaptive Dynamic-SCLF Decoding of Polar Codes. IEEE Trans. Cogn. Commun. Netw. 10 (3) (2024)
Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance. CoRL (2023)
Aisen Yang, Lulu Xu, Ziyi Liu, Na Qin, Deqing Huang
Enhancing Robustness in Multi-modal CT Image Segmentation with a Clustering-based Deep Active Learning Approach. SAFEPROCESS (2023)
Song Zhang, Guanghuai Li, Yang Cao, Yue Tan, Ziyi Liu, Ying Ren
Research on Integrated Energy Demand Response Strategy Based on Digital Twin. iSPEC (2023)
Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou
Multi-constraint shortest path using forest hop labeling. VLDB J. 32 (3) (2023)
Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi, Xiang Ren
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales. ACL (1) (2023)
Ziyi Liu, Zhengzhe Zhu, Enze Jiang, Feichi Huang, Ana M. Villanueva, Xun Qian, Tianyi Wang, Karthik Ramani
InstruMentAR: Auto-Generation of Augmented Reality Tutorials for Operating Digital Instruments Through Recording Embodied Demonstration. CHI (2023)
Mengxuan Zhang, Xinjie Zhou, Lei Li, Ziyi Liu, Goce Trajcevski, Yan Huang, Xiaofang Zhou
A Universal Scheme for Partitioned Dynamic Shortest Path Index. CoRR (2023)
Zhengzhe Zhu, Ziyi Liu, Youyou Zhang, Lijun Zhu, Joey Huang, Ana M. Villanueva, Xun Qian, Kylie Peppler, Karthik Ramani
LearnIoTVR: An End-to-End Virtual Reality Environment Providing Authentic Learning Experiences for Internet of Things. CHI (2023)
Ziyi Liu, Yongchun Fang
Learning Adaptable Risk-Sensitive Policies to Coordinate in Multi-Agent General-Sum Games. CoRR (2023)
Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance. CoRR (2023)
Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua
SOAR: Scene-debiasing Open-set Action Recognition. ICCV (2023)
Ziyi Liu, Dixian Zhao
A 6.9-17.0 GHz Low-noise Amplifier in 65nm CMOS. ICTA (2023)
Dong-Ho Lee, Akshen Kadakia, Brihi Joshi, Aaron Chan, Ziyi Liu, Kiran Narahari, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models. ACL (demo) (2023)
Ziyi Liu, Zesong Fei, Peng Liu, Xinyi Wang, Zhong Zheng, Dongkai Zhou, Weijie Yuan
Integrated Sensing and Communication for UAV-Borne SAR Systems. ISCIT (2023)
Ziyi Liu, Yongchun Fang
Learning Adaptable Risk-Sensitive Policies to Coordinate in Multi-agent General-Sum Games. ICONIP (1) (2023)
Yunming Zhang, Dengpan Ye, Caiyun Xie, Long Tang, Chuanxi Chen, Ziyi Liu, Jiacheng Deng
Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking against Face Swapping. CoRR (2023)
Ziyi Liu, Luning Li, Weiming Xu, Xuesen Xu, Zhicheng Cui, Liangchen Jia, Wenhao Lv, Zhihui Shen, Rong Shu
Investigation into the Affect of Chemometrics and Spectral Data Preprocessing Approaches upon Laser-Induced Breakdown Spectroscopy Quantification Accuracy Based on MarSCoDe Laboratory Model and MarSDEEP Equipment. Remote. Sens. 15 (13) (2023)
Ziyi Liu, Isabelle Lee, Yongkang Du, Soumya Sanyal, Jieyu Zhao
SCORE: A framework for Self-Contradictory Reasoning Evaluation. CoRR (2023)
Xin Chen, Chaoyong Peng, Chunrong Qiu, Lin Luo, Deqing Huang, Ziyi Liu
ITFD: an instance-level triplet few-shot detection network under weighted pair-resampling. Appl. Intell. 53 (19) (2023)
Ziyi Liu, Rakshitha Godahewa, Kasun Bandara, Christoph Bergmeir
Handling Concept Drift in Global Time Series Forecasting. CoRR (2023)
Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi, Xiang Ren
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales. CoRR (2023)
Xiyun Hu, Runlin Duan, Ziyi Liu, Vincent G. Duffy
Wearables and Mixed Reality in Applied Ergonomics: A Literature Review. HCI (18) (2023)
Jingjing Jiang, Ziyi Liu, Nanning Zheng
LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering. IEEE Trans. Multim. 25 (2023)
Ziyi Liu, Lulu Xu, Na Qin, Aisen Yang, Yuan Chen, Deqing Huang, Jian Shu
Prediction of esophageal and gastric varices rebleeding for cirrhotic patients based on deep learning. Biomed. Signal Process. Control. 81 (2023)
Xue Yu, Ziyi Liu, Yifan Sun, Wu Wang
Clustered Federated Learning for Heterogeneous Data (Student Abstract). AAAI (2023)
Guifeng Zheng, Qi Guo, Juan Xi, Shouze Tang, Ziyi Liu, Xuanrui Xiong
A Novel Collaborative Representation Method for Hyperspectral Image Classification. CCCI (2023)
Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua
SOAR: Scene-debiasing Open-set Action Recognition. CoRR (2023)
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren
ER-TEST: Evaluating Explanation Regularization Methods for NLP Models. CoRR (2022)
Ziyi Liu, Hadi Jahanshahi, Christos K. Volos, Stelios D. Bekiros, Shaobo He, Madini O. Alassafi, Adil M. Ahmad
Distributed Consensus Tracking Control of Chaotic Multi-Agent Supply Chain Network: A New Fault-Tolerant, Finite-Time, and Chatter-Free Approach. Entropy 24 (1) (2022)
Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, Gang Hua
Learning Disentangled Classification and Localization Representations for Temporal Action Localization. AAAI (2022)
Ziyi Liu, Zengmao Wang, Bo Du
Multi-marginal Contrastive Learning for Multilabel Subcellular Protein Localization. CVPR (2022)
Xue Yu, Ziyi Liu, Yifan Sun, Wu Wang
Clustered Federated Learning based on Nonconvex Pairwise Fusion. CoRR (2022)
Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu
AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications. CoRR (2022)
Ziyi Liu, Xinyao Ma, Lihui Hu, Shan Lu, Xiaomin Ye, Shuhang You, Zhe Tan, Xin Li
Information in Streetscapes - Research on Visual Perception Information Quantity of Street Space Based on Information Entropy and Machine Learning. ISPRS Int. J. Geo Inf. 11 (12) (2022)
Bo Du, Ziyi Liu, Fulin Luo
Deep multi-scale attention network for RNA-binding proteins prediction. Inf. Sci. 582 (2022)
Ziyi Liu, Xian Guo, Yongchun Fang
Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games. CoRR (2022)
Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu
AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications. COLING (2022)
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Nanning Zheng, Gang Hua
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Jingjing Jiang, Ziyi Liu, Nanning Zheng
Finetuning Pretrained Vision-Language Models with Correlation Information Bottleneck for Robust Visual Question Answering. CoRR (2022)
Ana M. Villanueva, Zhengzhe Zhu, Ziyi Liu, Feiyang Wang, Subramanian Chidambaram, Karthik Ramani
ColabAR: A Toolkit for Remote Collaboration in Tangible Augmented Reality Laboratories. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Ziyi Liu, Zongyuan Li, Qianqian Cao, Yuan Wan, Xian Guo
Celebrating Robustness in Efficient Off-Policy Meta-Reinforcement Learning. RCAR (2022)
Dong-Ho Lee, Akshen Kadakia, Brihi Joshi, Aaron Chan, Ziyi Liu, Kiran Narahari, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models. CoRR (2022)
Kaidi Peng, Huan Xie, Qi Xu, Peiqi Huang, Ziyi Liu
A Physics-Assisted Convolutional Neural Network for Bathymetric Mapping Using ICESat-2 and Sentinel-2 Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ziyi Liu, Hanli Wang, Taiyi Su
Learned Image Compression with Multi-Scale Spatial and Contextual Information Fusion. ICIP (2022)
Zongyuan Li, Chuxi Xiao, Ziyi Liu, Xian Guo
Multi-robot Cooperation Learning Based on Powell Deep Deterministic Policy Gradient. ICIRA (2) (2022)
Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou
FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints. Proc. VLDB Endow. 15 (11) (2022)
Liangchen Jia, Xiangfeng Liu, Weiming Xu, Xuesen Xu, Luning Li, Zhicheng Cui, Ziyi Liu, Rong Shu
Initial Drift Correction and Spectral Calibration of MarSCoDe Laser-Induced Breakdown Spectroscopy on the Zhurong Rover. Remote. Sens. 14 (23) (2022)
Zhengzhe Zhu, Ziyi Liu, Tianyi Wang, Youyou Zhang, Xun Qian, Pashin Farsak Raja, Ana M. Villanueva, Karthik Ramani
MechARspace: An Authoring System Enabling Bidirectional Binding of Augmented Reality with Toys in Real-time. UIST (2022)
Liangliang Zhao, Jingdong Zhao, Ziyi Liu, Dapeng Yang, Hong Liu
Solving the Real-Time Motion Planning Problem for Non-Holonomic Robots With Collision Avoidance in Dynamic Scenes. IEEE Robotics Autom. Lett. 7 (4) (2022)
Yiming Zhang, Na Qin, Deqing Huang, Bi Wu, Ziyi Liu
High-Accuracy and Adaptive Fault Diagnosis of High-Speed Train Bogie Using Dense-Squeeze Network. IEEE Trans. Veh. Technol. 71 (3) (2022)
Ziyi Liu, Deqing Huang, Chunmei Yang, Jian Shu, Jinhan Li, Na Qin
Efficient Axillary Lymph Node Detection Via Two-stage Spatial-information-fusion-based CNN. Comput. Methods Programs Biomed. 223 (2022)
Sizhe Yu, Ziyi Liu, Shixiang Wan, Jia Zheng, Zang Li, Fan Zhou
MDP2 Forest: A Constrained Continuous Multi-dimensional Policy Optimization Approach for Short-video Recommendation. KDD (2022)
Ziyi Liu, Shiman Liu, Shuai Zhao, Xin Hu, Bolin Zhou, Chen Chen, Lingxiang Zhang, Xiaoting Li
An Automatic Parking Strategy Optimization Based on Open-drive and BIM. ICCEIC (2022)
Shiman Liu, Ziyi Liu, Shuai Zhao, Xin Hu, Bolin Zhou, Chen Chen, Lingxiang Zhang, Xiaoting Li
High-concurrency Solution for Intelligent Connected Vehicle Race Based on Cloud Computing. ICCEIC (2022)
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren
ER-Test: Evaluating Explanation Regularization Methods for Language Models. EMNLP (Findings) (2022)
Jingjing Jiang, Ziyi Liu, Yifan Liu, Zhixiong Nan, Nanning Zheng
X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering. CoRR (2021)
Ziyi Liu, Jiaqi Zhang, Yongshuai Hou, Xinran Zhang, Ge Li, Yang Xiang
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives. CoRR (2021)
Rahila Parveen, Wei Song, Baozhi Qiu, Mairaj Nabi Bhatti, Tallal Hassan, Ziyi Liu
Probabilistic Model-Based Malaria Disease Recognition System. Complex. 2021 (2021)
Jie Yang, Mengchen Lin, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht
Mobile-end Tone Mapping based on Integral Image and Integral Histogram. CoRR (2021)
Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context. CoRR (2021)
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization. AAAI (2021)
Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. ICDE (2021)
Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context. AAAI (2021)
Mingzhen Ding, Ziyi Liu, Guohui Xu, Shudong Ding, Hao Lan Zhang
EEG Spatial Analysis based on Brain thermogram Image Recognition. WI/IAT (Workshop/Special Session) (2021)
Ziyi Liu, Jie Yang, Mengchen Lin, Kenneth Kam Fai Lai, Svetlana N. Yanushkevich, Orly Yadid-Pecht
WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range. CoRR (2021)
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization. CoRR (2021)
Ziyi Liu, Fulin Luo, Bo Du
RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction. AAAI (2021)
Xuanyi Zhang, Ziyi Liu, Mengxuan Zhang, Lei Li
An Experimental Study on Exact Multi-constraint Shortest Path Finding. ADC (2021)
Jie Yang, Ziyi Liu, Mengchen Lin, Svetlana N. Yanushkevich, Orly Yadid-Pecht
Deep Reformulated Laplacian Tone Mapping. CoRR (2021)
Jingjing Jiang, Ziyi Liu, Nanning Zheng
LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering. CoRR (2021)
Ziyi Liu, Sijie Ni, Chunmei Yang, Weihao Sun, Deqing Huang, Hu Su, Jian Shu, Na Qin
Axillary lymph node metastasis prediction by contrast-enhanced computed tomography images for breast cancer patients based on deep learning. Comput. Biol. Medicine 136 (2021)
Jie Yang, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht
Tone Mapping Based on Multi-scale Histogram Synthesis. CoRR (2021)
Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou
Multi-Constraint Shortest Path using Forest Hop Labeling. CoRR (2021)
Ziyi Liu
A review for Tone-mapping Operators on Wide Dynamic Range Image. CoRR (2021)
Ana M. Villanueva, Ziyi Liu, Zhengzhe Zhu, Xin Du, Joey Huang, Kylie A. Peppler, Karthik Ramani
RobotAR: An Augmented Reality Compatible Teleconsulting Robotics Toolkit for Augmented Makerspace Experiences. CHI (2021)
Jingjing Jiang, Ziyi Liu, Yifan Liu, Zhixiong Nan, Nanning Zheng
X-GGM: Graph Generative Modeling for Out-of-distribution Generalization in Visual Question Answering. ACM Multimedia (2021)
Ziyi Liu, Minghui Liao, Fulin Luo, Bo Du
SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network. CoRR (2021)
Ziyi Liu, Jie Yang, Orly Yadid-Pecht
LightFuse: Lightweight CNN based Dual-exposure Fusion. CoRR (2021)
Claudia Krogmeier, Justin Heffron, Justin Legare, Michael G. Nelson, Ziyi Liu, Christos Mousas
Blindness Visualizer: A Simulated Navigation Experience. VR Workshops (2020)
Ana M. Villanueva, Hritik Kotak, Ziyi Liu, Rutvik Mehta, Kaiwen Li, Zhengzhe Zhu, Yeliana Torres, Karthik Ramani
ARbits: Towards a DIY, AR-compatible electrical circuitry toolkit for children. IDC (Extended Abstracts) (2020)
Ziyi Liu, Yingting Luo, Yunmin Zhu
State Estimation for Linear Dynamic System With Multiple-Step Random Delays Using High-Order Markov Chain. IEEE Access 8 (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ziyi Liu