| 2026 | ACL | AgentV-RL: Scaling Reward Modeling with Agentic Verifier. | Jiazheng Zhang, Ziche Fu, Zhiheng Xi, Wenqing Jing, Mingxu Chai, Wei He, Guoqiang Zhang, Chenghao Fan, Chenxin An, Wenxiang Chen, Zhicheng Liu, Haojie Pan, Dingwei Zhu, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | ICDE | City-Wide Origin-Destination Matrix Generation via Cascaded Graph Denoising Diffusion. | Can Rong, Jingtao Ding, Zhicheng Liu, Peng Lu, Yong Li |
| 2026 | KSEM | Harnessing Neural Collapse to Understand and Strengthen Classification Model Generalization. | Yanlinhuan Zhang, Songhao Jiang, Zhen Yang, Zhicheng Liu, Yan Chu |
| 2025 | CHI | Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics. | Yuexi Chen, Yimin Xiao, Kazi Tasnim Zinat, Naomi Yamashita, Ge Gao, Zhicheng Liu |
| 2025 | CHI | What-if Analysis for Business Professionals: Current Practices and Future Opportunities. | Sneha Gathani, Zhicheng Liu, Peter J. Haas, agatay Demiralp |
| 2025 | COCOON | Regularized Submodular Maximization over Integer Lattice. | Zhicheng Liu, Yang Lv, Yapu Zhang, Zhenning Zhang |
| 2025 | EMNLP | ProcVQA: Benchmarking the Effects of Structural Properties in Mined Process Visualizations on Vision-Language Model Performance. | Kazi Tasnim Zinat, Saad Mohammad Abrar, Shoumik Saha, Sharmila Duppala, Saimadhav Naga Sakhamuri, Zhicheng Liu |
| 2025 | GLOBECOM | ChAMP: Optimizing Collaborative Inference with Chunking Adaptive Mixed Parallelism. | Yulin Chen, Chao Qiu, Zhicheng Liu, Yunfeng Zhao, Yan Gao, Xiaofei Wang |
| 2025 | ICANN | Uncovering Causal Relation Shifts in Event Sequences Under Out-of-Domain Interventions. | Kazi Tasnim Zinat, Yun Zhou, Xiang Lyu, Yawei Wang, Zhicheng Liu, Panpan Xu |
| 2025 | ICDE | Stability is Not Downtime: Comprehensive Stability Evaluation for Large-Scale Cloud Servers in Alibaba Cloud. | Haoyu Wang, Zhicheng Liu, Yeliang Qiu, Haozhe Li, Hongke Guo, Zhaoliang Zhu, You Zhang, Yu Zhou, Xudong Zheng |
| 2025 | IROS | A Novel LiDAR Odometry Based on Surface Distributed Point Feature with Dual Feature Fusion. | Jianjie Li, Peiyu Guan, Xurong Gong, Zhicheng Liu, Zhiqiang Cao |
| 2024 | ACL | G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation. | Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng |
| 2024 | ACL | HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. | Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang |
| 2024 | CGI | Web3D-Based Lightweight Simulation for Mass Evacuation at Transportation Hubs. | John Li, Zhicheng Liu, Feng Tian, Jinyuan Jia |
| 2024 | CHI | TutoAI: a cross-domain framework for AI-assisted mixed-media tutorial creation on physical tasks. | Yuexi Chen, Vlad I. Morariu, Anh Truong, Zhicheng Liu |
| 2024 | GLOBECOM | Enabling Collaborative and Green Generative AI Inference in Edge Networks. | Meng Tian, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Dusit Niyato, Victor C. M. Leung |
| 2024 | IJCAI | From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. | Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li |
| 2024 | ICWS | WebverseTest: A Standardized Benchmarking Framework for Web-Metaverse Integration. | Yunkai Fu, Xinyao Wei, Zhicheng Liu, Nanxi Chen, Jinyuan Jia |
| 2024 | ISIT | Second-Order Identification Capacity of AWGN Channels. | Zhicheng Liu, Yuan Li, Huazi Zhang, Jun Wang, Guiying Yan, Zhiming Ma |
| 2024 | NPC | SC-TSDRL: A Cloud-Edge Collaboration Framework for Diffusion Model Inference Acceleration. | Huiyu Wang, Zhicheng Liu, Xiaofei Wang, Chao Qiu, Cheng Zhang, Wenyu Wang, Qianwen Ye |
| 2024 | PDCAT | Regularized Non-monotone γ-weakly Submodular Maximization. | Zhicheng Liu, Yufeng Yang, Chunlin Hao, Wenqing Xu |
| 2024 | WWW | Ensemble Pretrained Models for Multimodal Sentiment Analysis using Textual and Video Data Fusion. | Zhicheng Liu, Ali Braytee, Ali Anaissi, Guifu Zhang, Lingyun Qin, Junaid Akram |
| 2023 | CGI | Fine-Grained Web3D Culling-Transmitting-Rendering Pipeline. | Anning Huang, Zhicheng Liu, Qian Zhang, Feng Tian, Jinyuan Jia |
| 2023 | EMNLP | Improving Speech Translation by Fusing Speech and Text. | Wenbiao Yin, Zhicheng Liu, Chengqi Zhao, Tao Wang, Jian Tong, Rong Ye |
| 2023 | GLOBECOM | Enabling Real-Time Video Analytics with Adaptive Sampling and Detection-Based Tracking in Edge Computing. | Yilan Wang, Zhicheng Liu, Yunfeng Zhao, Xiaofei Wang, Chao Qiu |
| 2022 | APWEB | Lightweight Model Inference on Resource-Constrained Computing Nodes in Intelligent Surveillance Systems. | Zhuohang Wang, Yunfeng Zhao, Yong Wang, Li Yan, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu |
| 2022 | COCOON | Two-Stage BP Maximization Under p-matroid Constraint. | Hong Chang, Zhicheng Liu, Donglei Du, Xiaoyan Zhang |
| 2022 | ICCS | HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. | Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin |
| 2022 | ICDCS | Multi-granularity Weighted Federated Learning in Heterogeneous Mobile Edge Computing Systems. | Shangxuan Cai, Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu |
| 2022 | ICWE | Effective Malicious URL Detection by Using Generative Adversarial Networks. | Jinbu Geng, Shuhao Li, Zhicheng Liu, Zhenyu Cheng, Li Fan |
| 2022 | ISMAR | Lightweight Web3D Crowd Rendering for Online Massive Conferencing. | Zhicheng Liu, Linzhou Li, Feng Tian, Jinyuan Jia |
| 2022 | TAMC | Two-Stage Non-submodular Maximization. | Hong Chang, Zhicheng Liu, Ping Li, Xiaoyan Zhang |
| 2022 | TAMC | Two-Stage Submodular Maximization Under Knapsack and Matroid Constraints. | Zhicheng Liu, Jing Jin, Donglei Du, Xiaoyan Zhang |
| 2021 | AAIM | Improved Algorithms for Non-submodular Function Maximization Problem. | Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang |
| 2021 | CHI | Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow. | Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Zhicheng Liu |
| 2021 | CHI | Data Animator: Authoring Expressive Animated Data Graphics. | John R. Thompson, Zhicheng Liu, John T. Stasko |
| 2021 | COCOA | Two-Stage Submodular Maximization Under Curvature. | Yanzhi Li, Zhicheng Liu, Chuchu Xu, Ping Li, Hong Chang, Xiaoyan Zhang |
| 2021 | DASC | Intelligent Tracking Control Algorithm for Under-Actuated Ships Through Automatic Berthing. | Zhicheng Liu, Qiang Wang, Jingtao Sun, Yifan Yang |
| 2021 | GLOBECOM | An Incentive Mechanism for Big Data Trading in End-Edge-Cloud Hierarchical Federated Learning. | Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, F. Richard Yu, Victor C. M. Leung |
| 2021 | ICA3PP | MGFL: Multi-granularity Federated Learning in Edge Computing Systems. | Shangxuan Cai, Yunfeng Zhao, Zhicheng Liu, Chao Qiu, Xiaofei Wang, Qinghua Hu |
| 2021 | ISIT | Two-Way Lossy Compression of Product Sources With a Helper. | Yinfei Xu, Qizhou Guo, Jian Lu, Zhicheng Liu, Xuan Guang |
| 2020 | AAAI | Learning Geo-Contextual Embeddings for Commuting Flow Prediction. | Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Cludio T. Silva |
| 2020 | AAIM | Online BP Functions Maximization. | Ling Chen, Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang |
| 2020 | CHI | Interactive Event Sequence Prediction for Marketing Analysts. | Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu |
| 2020 | CHI | Techniques for Flexible Responsive Visualization Design. | Jane Hoffswell, Wilmot Li, Zhicheng Liu |
| 2020 | CHI | Data-driven Multi-level Segmentation of Image Editing Logs. | Zipeng Liu, Zhicheng Liu, Tamara Munzner |
| 2020 | ICCS | Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng |
| 2020 | IPCCC | FProbe: Detecting Stealthy DGA-based Botnets by Group Activities Analysis. | Jiawei Sun, Yuan Zhou, Shupeng Wang, Lei Zhang, Junjiao Liu, Junteng Hou, Zhicheng Liu |
| 2020 | ICRA | A Compact and Low-cost Robotic Manipulator Driven by Supercoiled Polymer Actuators. | Yang Yang, Zhicheng Liu, Yanhan Wang, Shuai Liu, Michael Yu Wang |
| 2020 | ISCC | Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng |
| 2020 | TAMC | Two-Stage Submodular Maximization Problem Beyond Non-negative and Monotone. | Zhicheng Liu, Hong Chang, Ran Ma, Donglei Du, Xiaoyan Zhang |
| 2019 | CHI | Visualizing Uncertainty and Alternatives in Event Sequence Predictions. | Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao |
| 2019 | CHI | Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices. | Jane Hoffswell, Zhicheng Liu |
| 2019 | CHI | Trust and Recall of Information across Varying Degrees of Title-Visualization Misalignment. | Ha Kyung Kong, Zhicheng Liu, Karrie Karahalios |
| 2019 | CHI | Understanding Visual Cues in Visualizations Accompanied by Audio Narrations. | Ha Kyung Kong, Wenjie Zhu, Zhicheng Liu, Karrie Karahalios |
| 2019 | ICPRAM | Dynamic Texture Modeling based on Dynamic Convolution Autoencoder. | Jing Liu, Wei Li, Zhicheng Liu, Ziqi Zhu |
| 2019 | IJCNN | Feature selection for orthogonal broad learning system based on mutual information. | Zhicheng Liu, Bao Chen, Bingxue Xiez, Huangping Qiang, Ziqi Zhu |
| 2019 | Interspeech | Acoustic and Articulatory Study of Ewe Vowels: A Comparative Study of Male and Female. | Kowovi Comivi Alowonou, Jianguo Wei, Wenhuan Lu, Zhicheng Liu, Kiyoshi Honda, Jianwu Dang |
| 2019 | KDD | Large-scale User Visits Understanding and Forecasting with Deep Spatial-Temporal Tensor Factorization Framework. | Xiaoyang Ma, Lan Zhang, Lan Xu, Zhicheng Liu, Ge Chen, Zhili Xiao, Yang Wang, Zhengtao Wu |
| 2019 | PRICAI | Named Entity Recognition with Homophones-Noisy Data. | Zhicheng Liu, Gang Wu |
| 2019 | TrustCom | CCGA: Clustering and Capturing Group Activities for DGA-Based Botnets Detection. | Zhicheng Liu, Xiaochun Yun, Yongzheng Zhang, Yipeng Wang |
| 2018 | CHI | Frames and Slants in Titles of Visualizations on Controversial Topics. | Ha Kyung Kong, Zhicheng Liu, Karrie Karahalios |
| 2018 | CHI | Data Illustrator: Augmenting Vector Design Tools with Lazy Data Binding for Expressive Visualization Authoring. | Zhicheng Liu, John Thompson, Alan Wilson, Mira Dontcheva, James Delorey, Sam Grigg, Bernard Kerr, John T. Stasko |
| 2018 | HPCC | A Method of Exchanging Data in Smart City by Blockchain. | Yuming Qian, Zhicheng Liu, Junyan Yang, Qiao Wang |
| 2017 | IUI | Identifying Frequent User Tasks from Application Logs. | Himel Dev, Zhicheng Liu |
| 2015 | CHI | MatrixWave: Visual Comparison of Event Sequence Data. | Jian Zhao, Zhicheng Liu, Mira Dontcheva, Aaron Hertzmann, Alan Wilson |
| 2015 | UIST | DataTone: Managing Ambiguity in Natural Language Interfaces for Data Visualization. | Tong Gao, Mira Dontcheva, Eytan Adar, Zhicheng Liu, Karrie G. Karahalios |
| 2013 | PIMRC | A techno-economic framework of spectrum combining for indoor capacity provisioning. | Christian Dahlberg, Zhicheng Liu, Aidilla Pradini, Ki Won Sung |
| 2013 | VDA | An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data. | Jaegul Choo, Hanseung Lee, Zhicheng Liu, John T. Stasko, Haesun Park |