Zhicheng Liu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 139

Top Venues

CoRR

CHI

IEEE Trans. Vis. Comput. Graph.

Theor. Comput. Sci.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Zhicheng Liu, Yuan Li, Huazi Zhang, Jun Wang, Guiying Yan, Zhiming Ma
Second-Order Identification Capacity of AWGN Channels. CoRR (2024)
Chen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang, Zhicheng Liu
Mystique: Deconstructing SVG Charts for Layout Reuse. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Yimin Xiao, Yuewen Chen, Naomi Yamashita, Yuexi Chen, Zhicheng Liu, Ge Gao
(Dis)placed Contributions: Uncovering Hidden Hurdles to Collaborative Writing Involving Non-Native Speakers, Native Speakers, and AI-Powered Editing Tools. CoRR (2024)
Jinbin Huang, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale. CoRR (2024)
Yuexi Chen, Zhicheng Liu
WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers. CoRR (2024)
Zitong Zhang, Zhicheng Liu, Yunfeng Zhao, Chao Qiu, Cheng Zhang, Xiaofei Wang
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation. CoRR (2024)
Zhicheng Liu, Jinduo Song, Chao Qiu, Xiaofei Wang, Xu Chen, Qiang He, Hao Sheng
Hastening Stream Offloading of Inference via Multi-Exit DNNs in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23 (1) (2024)
Hannah K. Bako, Arshnoor Bhutani, Xinyi Liu, Kwesi A. Cobbina, Zhicheng Liu
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization. CoRR (2024)
Can Rong, Zhicheng Liu, Jingtao Ding, Yong Li
Learning to Generate Temporal Origin-destination Flow Based-on Urban Regional Features and Traffic Information. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. CoRR (2024)
Zhicheng Liu, Hong Chang, Ran Ma, Donglei Du, Xiaoyan Zhang
Two-stage submodular maximization problem beyond nonnegative and monotone. Math. Struct. Comput. Sci. 34 (3) (2024)
Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. ACL (1) (2024)
Weitong Ji, Boliang Zhang, Zhicheng Liu, Min Zhang, Zhiqiang Gao
Deep differential fault analysis of lightweight block cipher TWINE in the context of artificial intelligence. CCEAI (2024)
Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. CoRR (2024)
Hong Chang, Jing Jin, Zhicheng Liu, Donglei Du, Xiaoyan Zhang
Two-stage BP maximization under p-matroid constraint. Theor. Comput. Sci. 994 (2024)
Chen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang, Zhicheng Liu
Mystique: Deconstructing SVG Charts for Layout Reuse. CoRR (2023)
Xinbo Huang, Zhicheng Liu, Long Zhao, Peng Yuan, Ye Zhang
Research on Vibration Analysis and Online Monitoring Technology of Transmission Tower Near Railway. IEEE Instrum. Meas. Mag. 26 (8) (2023)
Zhicheng Liu, Yulong Wang, Tongcun Liu, Lei Zhang, Wei Li, Jianxin Liao, Ding He
Semantic-enhanced Contrastive Learning for Session-based Recommendation. Knowl. Based Syst. 280 (2023)
Hong Chang, Jing Jin, Zhicheng Liu, Ping Li, Xiaoyan Zhang
Two-stage non-submodular maximization. Theor. Comput. Sci. 968 (2023)
Yilan Wang, Zhicheng Liu, Yunfeng Zhao, Xiaofei Wang, Chao Qiu
Enabling Real-Time Video Analytics with Adaptive Sampling and Detection-Based Tracking in Edge Computing. GLOBECOM (2023)
Jiekun Song, Zeguo He, Lina Jiang, Zhicheng Liu, Xueli Leng
Synergy Management of a Complex Industrial Production System from the Perspective of Flow Structure. Syst. 11 (9) (2023)
Chen Chen, Zhicheng Liu
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis. CoRR (2023)
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks. VL/HCC (2023)
Hannah K. Bako, Xinyi Liu, Leilani Battle, Zhicheng Liu
Understanding how Designers Find and Use Data Visualization Examples. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Can Rong, Jingtao Ding, Zhicheng Liu, Yong Li
Complexity-aware Large Scale Origin-Destination Network Generation via Diffusion Model. CoRR (2023)
Dong Liu, Yang Liu, Zhicheng Liu, Xiaofei Zhang, Xueying Zhang
Analysis and Reflection on the Situation of Industrial Information Security Ransomware Attacks. DSC (2023)
Zhicheng Liu, Zebo Zhao, Xiaofei Wang, Mianxiong Dong, Chao Qiu, Cheng Zhang
Toward Mobility-Aware Edge Inference Via Model Partition and Service Migration. ICC (2023)
Anning Huang, Zhicheng Liu, Qian Zhang, Feng Tian, Jinyuan Jia
Fine-Grained Web3D Culling-Transmitting-Rendering Pipeline. CGI (2023)
Kazi Tasnim Zinat, Jinhua Yang, Arjun Gandhi, Nistha Mitra, Zhicheng Liu
A Comparative Evaluation of Visual Summarization Techniques for Event Sequences. CoRR (2023)
Yuexi Chen, Zhicheng Liu, Christopher Tensmeyer, Niklas Elmqvist, Vlad I. Morariu
DocDancer: Authoring Ultra-Responsive Documents with Layout Generation. VL/HCC (2023)
Wenqi Wang, Zhicheng Liu, Donglei Du, Peihao Shi, Xiaoyan Zhang
Minimization Problems with Non-Submodular Cover Constraint. Asia Pac. J. Oper. Res. 40 (5) (2023)
Yanzhi Li, Zhicheng Liu, Chuchu Xu, Ping Li, Xiaoyan Zhang, Hong Chang
Two-stage submodular maximization under curvature. J. Comb. Optim. 45 (2) (2023)
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Gromit Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks. CoRR (2023)
Wenbiao Yin, Zhicheng Liu, Chengqi Zhao, Tao Wang, Jian Tong, Rong Ye
Improving speech translation by fusing speech and text. CoRR (2023)
Lin Li, Yiming Fu, Tao Wang, Haili Zhao, Rongxin Mi, Zhicheng Liu, Zixuan Chen, Hao Feng, Yvchi Xiao
Eclipse Attack Defense Method Based on Distributed Storage and Reference Value System. ICCT (2023)
Zhicheng Liu, Xilong Liu, Zhiqiang Cao, Xurong Gong, Min Tan, Junzhi Yu
High Precision Calibration for Three-Dimensional Vision-Guided Robot System. IEEE Trans. Ind. Electron. 70 (1) (2023)
Wenbiao Yin, Zhicheng Liu, Chengqi Zhao, Tao Wang, Jian Tong, Rong Ye
Improving Speech Translation by Fusing Speech and Text. EMNLP (Findings) (2023)
Yunhe Wang, Hanting Chen, Yehui Tang, Tianyu Guo, Kai Han, Ying Nie, Xutao Wang, Hailin Hu, Zheyuan Bai, Yun Wang, Fangcheng Liu, Zhicheng Liu, Jianyuan Guo, Sinan Zeng, Yinchen Zhang, Qinghua Xu, Qun Liu, Jun Yao, Chao Xu, Dacheng Tao
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation. CoRR (2023)
Wenfei Hu, Lu Liu, Yupeng Sun, Yu Wu, Zhicheng Liu, Ruixin Zhang, Tao Peng
NLIRE: A Natural Language Inference method for Relation Extraction. J. Web Semant. 72 (2022)
Xiaofei Wang, Yunfeng Zhao, Chao Qiu, Zhicheng Liu, Jiangtian Nie, Victor C. M. Leung
InFEDge: A Blockchain-Based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Zhicheng Liu, Yunfeng Zhao, Jinduo Song, Chao Qiu, Xu Chen, Xiaofei Wang
Learn to Coordinate for Computation Offloading and Resource Allocation in Edge Computing: A Rational-Based Distributed Approach. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Zhuohang Wang, Yunfeng Zhao, Yong Wang, Li Yan, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu
Lightweight Model Inference on Resource-Constrained Computing Nodes in Intelligent Surveillance Systems. APWeb/WAIM (1) (2022)
Shangxuan Cai, Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu
Multi-granularity Weighted Federated Learning in Heterogeneous Mobile Edge Computing Systems. ICDCS (2022)
Jiekun Song, Lina Jiang, Zhicheng Liu, Xueli Leng, Zeguo He
Selection of Third-Party Reverse Logistics Service Provider Based on Intuitionistic Fuzzy Multi-Criteria Decision Making. Syst. 10 (5) (2022)
Zhicheng Liu, Longkun Guo, Donglei Du, Dachuan Xu, Xiaoyan Zhang
Maximization problems of balancing submodular relevance and supermodular diversity. J. Glob. Optim. 82 (1) (2022)
Yingying Yu, Zhiqiang Cao, Zhicheng Liu, Wenjie Geng, Junzhi Yu, Weimin Zhang
A Two-Stream CNN With Simultaneous Detection and Segmentation for Robotic Grasping. IEEE Trans. Syst. Man Cybern. Syst. 52 (2) (2022)
Yuwei Zeng, Zhicheng Liu, Xunxun Chen, Tianning Zang
Hidden Path: Understanding the Intermediary in Malicious Redirections. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Sneha Gathani, Zhicheng Liu, Peter J. Haas, Çagatay Demiralp
Predictive and Prescriptive Analytics in Business Decision Making: Needs and Concerns. CoRR (2022)
Jing Zhang, Xiuqing Qian, Haixia Zhang, Huanhuan Chu, Hang Xu, Zhicheng Liu
Detailed 3D micro-modeling of rat aqueous drainage channels based on two-photon imaging: simulating aqueous humor through trabecular meshwork and Schlemm's canal by two-way fluid structure interaction approach. Medical Biol. Eng. Comput. 60 (7) (2022)
Zhicheng Liu, Jing Jin, Donglei Du, Xiaoyan Zhang
Two-Stage Submodular Maximization Under Knapsack and Matroid Constraints. TAMC (2022)
Hong Chang, Zhicheng Liu, Ping Li, Xiaoyan Zhang
Two-Stage Non-submodular Maximization. TAMC (2022)
Chao Qiu, Haotian Qi, Zhicheng Liu, Xiaofei Wang, Jing Jiang, Qinghua Hu
Credible Internet of Intelligence Toward Future Multidimensional Connection. IEEE Netw. 36 (3) (2022)
Zhicheng Liu, Jing Jin, Hong Chang, Donglei Du, Xiaoyan Zhang
Improved algorithms for non-submodular function maximization problem. Theor. Comput. Sci. 931 (2022)
Hong Chang, Zhicheng Liu, Donglei Du, Xiaoyan Zhang
Two-Stage BP Maximization Under p-matroid Constraint. COCOON (2022)
Zhicheng Liu, Linzhou Li, Feng Tian, Jinyuan Jia
Lightweight Web3D Crowd Rendering for Online Massive Conferencing. ISMAR Adjunct (2022)
Jinbu Geng, Shuhao Li, Zhicheng Liu, Zhenyu Cheng, Li Fan
Effective Malicious URL Detection by Using Generative Adversarial Networks. ICWE (2022)
Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin
HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. ICCS (1) (2022)
Zhuwei Wang, Zhicheng Liu, Lihan Liu, Chao Fang, Meng Li, Jingcheng Zhao
Joint Optimization of Control Strategy and Energy Consumption for Energy Harvesting WSAN. Entropy 24 (5) (2022)
Donglei Du, Zhicheng Liu, Chenchen Wu, Dachuan Xu, Yang Zhou
An improved approximation algorithm for maximizing a DR-submodular function over a convex set. CoRR (2022)
Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Zhicheng Liu
Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow. CHI (2021)
Mingyu Cai, Shufeng Li, Zhicheng Liu
An Improved Simplified Soft Cancellation Decoding Algorithm for Polar Codes Based on Frozen Bit Check. ICCT (2021)
Yanzhi Li, Zhicheng Liu, Chuchu Xu, Ping Li, Hong Chang, Xiaoyan Zhang
Two-Stage Submodular Maximization Under Curvature. COCOA (2021)
Yuncong Feng, Wanru Liu, Xiaoli Zhang, Zhicheng Liu, Yunfei Liu, Guishen Wang
An Interval Iteration Based Multilevel Thresholding Algorithm for Brain MR Image Segmentation. Entropy 23 (11) (2021)
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li
The Volctrans Neural Speech Translation System for IWSLT 2021. IWSLT (2021)
Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, F. Richard Yu, Victor C. M. Leung
An Incentive Mechanism for Big Data Trading in End-Edge-Cloud Hierarchical Federated Learning. GLOBECOM (2021)
Ana Alice Peregrino, Soham Pradhan, Zhicheng Liu, Nivan Ferreira, Fabio Miranda
Transportation Scenario Planning with Graph Neural Networks. CoRR (2021)
Zhicheng Liu, Jun Cao, Renjie Xie, Junyan Yang, Qiao Wang
Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Shangxuan Cai, Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu
MGFL: Multi-granularity Federated Learning in Edge Computing Systems. ICA3PP (1) (2021)
Xi Li, Zhicheng Liu, Guojun Chen, Yinfei Xu, Tiecheng Song
Deep Learning for Spectrum Prediction From Spatial-Temporal-Spectral Data. IEEE Commun. Lett. 25 (4) (2021)
Yinfei Xu, Qizhou Guo, Jian Lu, Zhicheng Liu, Xuan Guang
Two-Way Lossy Compression of Product Sources With a Helper. ISIT (2021)
Jinbu Geng, Shuhao Li, Yongzheng Zhang, Zhicheng Liu, Zhenyu Cheng
LIFH: Learning Interactive Features from HTTP Payload using Image Reconstruction. ICC (2021)
Zhicheng Liu, Qiang Wang, Jingtao Sun, Yifan Yang
Intelligent Tracking Control Algorithm for Under-Actuated Ships Through Automatic Berthing. DASC/PiCom/CBDCom/CyberSciTech (2021)
John R. Thompson, Zhicheng Liu, John T. Stasko
Data Animator: Authoring Expressive Animated Data Graphics. CHI (2021)
Zhicheng Liu, Chen Chen, Francisco Morales, Yishan Zhao
Atlas: Grammar-based Procedural Generation of Data Visualizations. IEEE VIS (Short Papers) (2021)
Tianjiao Pu, Xinying Wang, Yifan Cao, Zhicheng Liu, Chao Qiu, Ji Qiao, Shuhua Zhang
Power flow adjustment for smart microgrid based on edge computing and multi-agent deep reinforcement learning. J. Cloud Comput. 10 (1) (2021)
Xiang Zhang, Yinfei Xu, Qinghe Liu, Zhicheng Liu, Jian Lu, Qiao Wang
Robust Graph Learning Under Wasserstein Uncertainty. CoRR (2021)
Zhicheng Liu, Ling Chen, Hong Chang, Donglei Du, Xiaoyan Zhang
Online algorithms for BP functions maximization. Theor. Comput. Sci. 858 (2021)
Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiuhua Li, Xiaofei Wang, Qinghua Hu
Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution. IEEE Wirel. Commun. 28 (5) (2021)
Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang
Improved Algorithms for Non-submodular Function Maximization Problem. AAIM (2021)
Zhicheng Liu, Yang Zhang, Ruihong Huang, Zhiwei Chen, Shaoxu Song, Jianmin Wang
EXPERIENCE: Algorithms and Case Study for Explaining Repairs with Uniform Profiles over IoT Data. ACM J. Data Inf. Qual. 13 (3) (2021)
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li
The Volctrans Neural Speech Translation System for IWSLT 2021. CoRR (2021)
Jinduo Song, Zhicheng Liu, Xiaofei Wang, Chao Qiu, Xu Chen
Adaptive and Collaborative Edge Inference in Task Stream with Latency Constraint. ICC (2021)
Zhicheng Liu, Aoqian Zhang
A Survey on Sampling and Profiling over Big Data (Technical Report). CoRR (2020)
Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Cláudio T. Silva
Learning Geo-Contextual Embeddings for Commuting Flow Prediction. CoRR (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng
Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. ICCS (3) (2020)
Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu
Critical Reflections on Visualization Authoring Systems. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Zipeng Liu, Zhicheng Liu, Tamara Munzner
Data-driven Multi-level Segmentation of Image Editing Logs. CHI (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng
Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. ISCC (2020)
Jiawei Sun, Yuan Zhou, Shupeng Wang, Lei Zhang, Junjiao Liu, Junleng Hou, Zhicheng Liu
FProbe: Detecting Stealthy DGA-based Botnets by Group Activities Analysis. IPCCC (2020)
Xi Li, Zhicheng Liu, Yinfei Xu, Xin Wang, Tiecheng Song
Recovering Missing Values from Corrupted Historical Spectrum Observations for Dependable Spectrum Prediction. ICCC (2020)
Jane Hoffswell, Wilmot Li, Zhicheng Liu
Techniques for Flexible Responsive Visualization Design. CHI (2020)
Qinghe Liu, Zhicheng Liu, Yinfei Xu, Weiting Xiong, Junyan Yang, Qiao Wang
Toward Identifying the Urban Community Structure from Population Flow and Public Services Distribution. IEEE BigData (2020)
Zhicheng Liu, Hong Chang, Ran Ma, Donglei Du, Xiaoyan Zhang
Two-Stage Submodular Maximization Problem Beyond Non-negative and Monotone. TAMC (2020)
Ling Chen, Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang
Online BP Functions Maximization. AAIM (2020)
Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
Interactive Event Sequence Prediction for Marketing Analysts. CHI Extended Abstracts (2020)
John Thompson, Zhicheng Liu, Wilmot Li, John T. Stasko
Understanding the Design Space and Authoring Paradigms for Animated Data Graphics. Comput. Graph. Forum 39 (3) (2020)
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Yixing Xu, Xiaozhi Fang, Ning Kang, Lanqing Hong, Chenhan Jiang, Xinyue Cai, Jiawei Li, Fengwei Zhou, Yong Li, Zhicheng Liu, Xinghao Chen, Kai Han, Han Shu, Dehua Song, Yunhe Wang, Wei Zhang, Chunjing Xu, Zhenguo Li, Wenzhi Liu, Tong Zhang
VEGA: Towards an End-to-End Configurable AutoML Pipeline. CoRR (2020)
Yang Yang, Zhicheng Liu, Yanhan Wang, Shuai Liu, Michael Yu Wang
A Compact and Low-cost Robotic Manipulator Driven by Supercoiled Polymer Actuators. ICRA (2020)
Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Cláudio T. Silva
Learning Geo-Contextual Embeddings for Commuting Flow Prediction. AAAI (2020)

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Publication Activity (10 Years)

Top Topics

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Zhicheng Liu