| 2026 | EuroSys | STAlloc: Enhancing Memory Efficiency in Large-Scale Model Training with Spatio-Temporal Planning. | Zixiao Huang, Junhao Hu, Hao Lin, Chunyang Zhu, Yueran Tang, Quanlu Zhang, Zhen Guo, Zhenhua Li, Shengen Yan, Zhenhua Zhu, Guohao Dai, Yu Wang |
| 2026 | Networking | Unleashing the Power of Vibration and Acoustic Signals for Fast and Reliable Communication. | Zhen Guo, Wei Wang, Reza Tourani |
| 2025 | EMAS | Octo-Planner: On-Device Language Model for Planner-Action Agents. | Wei Chen, Zhiyuan Li, Zhen Guo, Yikang Shen |
| 2025 | ICLR | API Pack: A Massive Multi-Programming Language Dataset for API Call Generation. | Zhen Guo, Adriana Meza Soria, Wei Sun, Yikang Shen, Rameswar Panda |
| 2024 | CVPR | CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing. | Zhen Guo, Hongping Gan |
| 2024 | HealthCom | A Study on Privacy Protection of Medical Text Data Based on Cloud-Edge Cooperative Computing and Homomorphic Encryption. | Peng Chen, Zhen Guo, Yuqing Zhang, Yuheng Li, Xuxing Liu, Xiangwen Xiao |
| 2024 | ICA3PP | A Lightweight Detection Scheme for the Black-Hole Attacks and Gray-Hole Attacks in VANETs. | Dezhi Liu, Zhen Guo |
| 2023 | ICTAI | Authentic Dialogue Generation to Improve Youth's Awareness of Cybergrooming for Online Safety. | Zhen Guo, Pei Wang, Lifu Huang, Jin-Hee Cho |
| 2023 | ICWS | Detecting Intents of Fake News Using Uncertainty-Aware Deep Reinforcement Learning. | Zhen Guo, Qi Zhang, Qisheng Zhang, Lance M. Kaplan, Audun Jsang, Feng Chen, Dong Hyun Jeong, Jin-Hee Cho |
| 2023 | ICWSM | Representing and Determining Argumentative Relevance in Online Discussions: A General Approach. | Zhen Guo, Munindar P. Singh |
| 2023 | IECON | A Modified Cockcroft-Walton Quasi-Z Source Inverter with High Voltage Gain for Photovoltaic Systems. | Zhen Guo, Di Tong, Minghao Ye, Shuang Chen, Jiqiu Nai, Pengfei Xue, Yanbing Tian, Min Zhang, Chengqun Fang |
| 2023 | WWW | Text Mining-based Social-Psychological Vulnerability Analysis of Potential Victims To Cybergrooming: Insights and Lessons Learned. | Zhen Guo, Pei Wang, Jin-Hee Cho, Lifu Huang |
| 2023 | TrustCom | Design and Implementation of Digital Consulting Capability Platform based on Knowledge Sharing. | Zhen Guo, Pengzhou Zhang, Lexi Xu, Peng Liang, Shuwei Yao |
| 2022 | EMNLP | CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. | Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang |
| 2022 | IJCNLP | PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. | Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu |
| 2022 | ICWSM | SAFER: Social Capital-Based Friend Recommendation to Defend against Phishing Attacks. | Zhen Guo, Jin-Hee Cho, Ing-Ray Chen, Srijan Sengupta, Michin Hong, Tanushree Mitra |
| 2022 | IECON | Research on the Stochasticity Control Strategy of Wind Farm Incorporating System Contingencies. | Runsheng Zheng, Qunying Liu, Rui Xia, Zhen Guo, Xin Ge, Shuheng Chen |
| 2022 | TrustCom | Multi-channel Live Video Processing Method Based on Cloud-edge Collaboration. | Zhen Guo, Pengzhou Zhang, Junjie Xia, Zhe Zhou, Juan Cao |
| 2021 | ACL | PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. | Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu |
| 2021 | GLOBECOM | Game Theoretic Opinion Models and Their Application in Processing Disinformation. | Zhen Guo, Jin-Hee Cho |
| 2021 | IGARSS | A Multi-Branch Network based on Weight Sharing and Attention Mechanism for Hyperspectral Image Classification. | Zhen Guo, Caihong Mu, Yi Liu |
| 2020 | WWW | In Opinion Holders' Shoes: Modeling Cumulative Influence for View Change in Online Argumentation. | Zhen Guo, Zhe Zhang, Munindar P. Singh |
| 2019 | ACL | Proactive Human-Machine Conversation with Explicit Conversation Goal. | Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang |
| 2019 | AIME | A Computational Framework Towards Medical Image Explanation. | Xuwen Wang, Yu Zhang, Zhen Guo, Jiao Li |
| 2019 | FUSION | Iterative Nonlinear Kalman Filtering via Variational Evidence Lower Bound Maximization. | Yumei Hu, Quan Pan, Zhen Guo, Zhiyuan Shi, Zhentao Hu |
| 2019 | GLOBECOM | Fine-Grained Comparable Encryption Scheme in Multi-User Settings. | Jun Ye, Chunjie Cao, Zhen Guo |
| 2018 | FUSION | OTHR Multipath Tracking with Correlated Virtual Ionospheric Heights. | Zhen Guo, Zengfu Wang, Yumei Hu, Quan Pan, Jun Zhang |
| 2017 | ISPA | An Energy Efficient Virtual Machine Placement Algorithm Based on Graph Partitioning in Cloud Data Center. | Wenbin Yao, Zhen Guo, Dongbin Wang |
| 2017 | NPC | A Virtual Machine Migration Algorithm Based on Group Selection in Cloud Data Center. | Zhen Guo, Wenbin Yao, Dongbin Wang |
| 2014 | ICMLC | Classification Based on Lower Integral and Extreme Learning Machine. | Aixia Chen, Hui-Min Feng, Zhen Guo |
| 2012 | CIKM | Multiview hierarchical bayesian regression model andapplication to online advertising. | Tianbing Xu, Ruofei Zhang, Zhen Guo |
| 2010 | AAAI | A Topic Model for Linked Documents and Update Rules for its Estimation. | Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong |
| 2010 | ICPR | Unsupervised Learning from Linked Documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2009 | ICDM | Knowledge Discovery from Citation Networks. | Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong |
| 2009 | SIGIR | A latent topic model for linked documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2008 | SDM | Semi-Supervised Learning Based on Semiparametric Regularization. | Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos |
| 2007 | KDD | Enhanced max margin learning on multimodal data mining in a multimedia database. | Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos |
| 2006 | DSN | Tracking Probabilistic Correlation of Monitoring Data for Fault Detection in Complex Systems. | Zhen Guo, Guofei Jiang, Haifeng Chen, Kenji Yoshihira |
| 2003 | ITC | Analog Circuit Test using Transfer Function Coe .cient Estimates. | Zhen Guo, Jacob Savir |
| 2002 | ICCD | On the Detectability of Parametric Faults in Analog Circuits. | Jacob Savir, Zhen Guo |
| 1997 | RECOMB | The power of surface-based DNA computation (extended abstract). | Weiping Cai, Anne Condon, Robert M. Corn, Elton Glaser, Zhengdong Fei, Tony Frutos, Zhen Guo, Max G. Lagally, Qinghua Liu, Lloyd M. Smith, Andrew Thiel |