| 2026 | AAAI | WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety. | Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li |
| 2026 | ACL | Global Adaptive Momentum Meets Local Personalized Perturbation: Efficient Federated LLM Fine-Tuning with Zeroth-Order Gradients. | Zihan Chen, Howard Hao Yang, Tony Q. S. Quek, Kai Fong Ernest Chong |
| 2026 | ACL | The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs. | Zihan Chen, Yiming Zhang, Wenxiang Geng, Zenghui Ding, Yining Sun |
| 2026 | ACL | Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods? | Zihan Chen, Yiming Zhang, Hengguang Zhou, Zenghui Ding, Yining Sun, Cho-Jui Hsieh |
| 2026 | ISCA | Leveraging Phase Polynomials for Quantum Circuit Optimization. | Zihan Chen, Henry Chen, Yuwei Jin, Enhyeok Jang, Mingkuan Xu, Vannessa Chan, Won Woo Ro, Eddy Z. Zhang |
| 2026 | ISIT | Hybrid Zeroth- and First-Order Split Federated Learning with Dimension-Free Convergence. | Zhoubin Kou, Zihan Chen, Jing Yang, Cong Shen |
| 2026 | KSEM | PFMamba: A Lightweight Multimodal Fusion Framework for Robust Encrypted Traffic Classification. | Jinshuai Zhang, Guang Cheng, Zihan Chen, Jingyu Liang, Zedong Ni |
| 2026 | VR | Ink in Motion: Re-Drawing Beijing's Eight Sights Through Immersive Dance. | Tianxing Zhou, Zihan Chen, Xiaoxuan Liu |
| 2026 | VR | Virtual Dai Realm: AI Mocap and XR Staging for Culturally-Situated Embodied Performance. | Tianxing Zhou, Zihan Chen, Xiaoxuan Liu |
| 2025 | AAAI | Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning. | Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li |
| 2025 | EMNLP | ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval. | Zihan Chen, Lei Shi, Weize Wu, Qiji Zhou, Yue Zhang |
| 2025 | EMNLP | From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning. | Zihan Chen, Song Wang, Xingbo Fu, Chengshuai Shi, Zhenyu Lei, Cong Shen, Jun-Dong Li |
| 2025 | EMNLP | Learning from Diverse Reasoning Paths with Routing and Collaboration. | Zhenyu Lei, Zhen Tan, Song Wang, Yaochen Zhu, Zihan Chen, Yushun Dong, Jundong Li |
| 2025 | EMNLP | Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation. | Song Wang, Zihan Chen, Peng Wang, Zhepei Wei, Zhen Tan, Yu Meng, Cong Shen, Jundong Li |
| 2025 | EMNLP | AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction. | Song Wang, Zhen Tan, Zihan Chen, Shuang Zhou, Tianlong Chen, Jundong Li |
| 2025 | EMNLP | CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture. | Zaiyi Zheng, Song Wang, Zihan Chen, Yaochen Zhu, Yinhan He, Liangjie Hong, Qi Guo, Jundong Li |
| 2025 | HPCC | Coverage Performance Improving Based on NCR in Low-Altitude Networks. | Bao Guo, Jinge Guo, Jiayu Li, Zihan Chen, Hongbo Long, Yang Zhang, Bing Huang |
| 2025 | ICML | MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning. | Zihan Chen, Song Wang, Zhen Tan, Jundong Li, Cong Shen |
| 2025 | IJCNN | Cross-Network Relationship Learning via Optimal Transport for Link Prediction. | Zhifeng Hao, Zihan Chen, Zhiwei Chen, Yuguang Yan, Ruichu Cai |
| 2025 | ISCA | Genesis: A Compiler for Hamiltonian Simulation on Hybrid CV-DV Quantum Computers. | Zihan Chen, Jiakang Li, Minghao Guo, Henry Chen, Zirui Li, Joel Bierman, Yipeng Huang, Huiyang Zhou, Yuan Liu, Eddy Z. Zhang |
| 2025 | ISCAS | A Low-Noise, High-Input-Impedance Pre-Amplifier for Piezoelectric MEMS Microphone. | Weiye Song, Yucong Huang, Zihan Chen, Xingbo Wang, Terry Tao Ye |
| 2025 | KDD | Graph Prompting for Graph Learning Models: Recent Advances and Future Directions. | Xingbo Fu, Zehong Wang, Zihan Chen, Jiazheng Li, Yaochen Zhu, Zhenyu Lei, Cong Shen, Yanfang Ye, Chuxu Zhang, Jundong Li |
| 2025 | QCE | Leveraging Phase Polynomials for Quantum Circuits Optimization. | Zihan Chen, Henry Chen, Xiangyu Gao, Yuwei Jin, Minghao Guo, Enhyeok Jang, Jiakang Li, Caitlin Chan, Won Woo Ro, Eddy Z. Zhang |
| 2025 | TrustCom | Early Classification and Improved Performance: A Multi-Model Serial Encrypted Traffic Classification Framework. | Jinhui Li, Guang Cheng, Zihan Chen |
| 2025 | WiOpt | Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping. | Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong, Bikramjit Das, Tony Q. S. Quek, Howard H. Yang |
| 2025 | WiOpt | Model-Heterogeneous Prototypical Federated Learning Over the Air. | Chuhan Sun, Zihan Chen, Liyinglan Liu, Tony Q. S. Quek, Howard H. Yang |
| 2024 | AAAI | Rolling-Unet: Revitalizing MLP's Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation. | Yutong Liu, Haijiang Zhu, Mengting Liu, Huaiyuan Yu, Zihan Chen, Jie Gao |
| 2024 | ACL | FastGAS: Fast Graph-based Annotation Selection for In-Context Learning. | Zihan Chen, Song Wang, Cong Shen, Jundong Li |
| 2024 | HCI | A Study on the Force Comfort of Over-Ear Headphones Based on 3D Anthropometric Data. | Zihan Chen, Guangzheng Yu, Tingting Wang, Zhelin Li |
| 2024 | HCI | Analysis and Validation on Multi-dimensional Assessment for Comfort of In-Ear Headphones. | Tingting Wang, Yewei Wang, Guangzheng Yu, Zihan Chen, Zhelin Li |
| 2024 | ICASSP | Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography. | Zihan Chen, Tianrui Liu, Jun-Jie Huang, Wentao Zhao, Xing Bi, Meng Wang |
| 2024 | ICASSP | Personalized Federated Learning with Attention-Based Client Selection. | Zihan Chen, Jundong Li, Cong Shen |
| 2024 | ICASSP | High-Resolution Through-Wall Imaging Using Data Fusion and Reasoning. | Zihan Chen, Xiaolu Zeng, Xiaopeng Yang, Jiarong Zhao, Junbo Gong |
| 2024 | ICIS | To Automate or Not? How Open Collaboration Communities Decide on Bot Adoption. | Lei (Nico) Zheng, Zihan Chen, Feng Mai |
| 2024 | ICLR | FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. | Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu |
| 2024 | ICML | Verification of Machine Unlearning is Fragile. | Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li |
| 2024 | KDD | Federated Graph Learning with Structure Proxy Alignment. | Xingbo Fu, Zihan Chen, Binchi Zhang, Chen Chen, Jundong Li |
| 2023 | AAAI | Imperceptible Adversarial Attack via Invertible Neural Networks. | Zihan Chen, Ziyue Wang, Jun-Jie Huang, Wentao Zhao, Xiao Liu, Dejian Guan |
| 2023 | APWEB | Multi-patch Adversarial Attack for Remote Sensing Image Classification. | Ziyue Wang, Jun-Jie Huang, Tianrui Liu, Zihan Chen, Wentao Zhao, Xiao Liu, Yi Pan, Lin Liu |
| 2023 | ICASSP | Personalizing Federated Learning with Over-The-Air Computations. | Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek |
| 2023 | ICIS | Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks. | Zihan Chen, Jingyi Sun, Rong Emily Liu, Feng Mai |
| 2023 | SECON | Federated Learning with Partial Gradients Over-the-Air. | Wendi Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang |
| 2022 | CVPR | FedCorr: Multi-Stage Federated Learning for Label Noise Correction. | Jingyi Xu, Zihan Chen, Tony Q. S. Quek, Kai Fong Ernest Chong |
| 2022 | ICCHP | Accessible Chemical Structural Formulas Through Interactive Document Labeling. | Merlin Knaeble, Zihan Chen, Thorsten Schwarz, Gabriel Sailer, Kailun Yang, Rainer Stiefelhagen, Alexander Maedche |
| 2022 | SENSYS | Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstract. | Dongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, Jie Liu |
| 2022 | SECON | HPFL-CN: Communication-Efficient Hierarchical Personalized Federated Edge Learning via Complex Network Feature Clustering. | Zijian Li, Zihan Chen, Xiaohui Wei, Shang Gao, Chenghao Ren, Tony Q. S. Quek |
| 2022 | SECON | Analog Over-the-Air Federated Learning With Real-World Data. | Zihan Chen, Zeshen Li, Jingyi Xu |
| 2021 | AAIM | Streaming Algorithms for Maximizing DR-Submodular Functions with d-Knapsack Constraints. | Bin Liu, Zihan Chen, Hongmin W. Du |
| 2021 | IWQoS | Snapshot for IoT: Adaptive Measurement for Multidimensional QoS Resources. | Yuyu Zhao, Guang Cheng, Chunxiang Liu, Zihan Chen |
| 2020 | IGARSS | Design and Experiment of Microwave Soil Moisture Sensor. | Bo Gao, Zihan Chen, Xun Gong, Peicheng Wang, Ling Tong |
| 2020 | MMM | Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis. | Binxin Yang, Xuejin Chen, Richang Hong, Zihan Chen, Yuhang Li, Zheng-Jun Zha |
| 2019 | CCS | A Cost-effective Shuffling Method against DDoS Attacks using Moving Target Defense. | Yuyang Zhou, Guang Cheng, Shanqing Jiang, Ying Hu, Yuyu Zhao, Zihan Chen |
| 2019 | ICIS | Does Sleep Deprivation Cause Online Incivility? Evidence from a Natural Experiment. | Feng Mai, Zihan Chen, Aron Lindberg |
| 2018 | IROS | FPGA-Based Velocity Estimation for Control of Robots with Low-Resolution Encoders. | Jie Ying Wu, Zihan Chen, Anton Deguet, Peter Kazanzides |
| 2017 | IROS | Augmented virtuality for model-based teleoperation. | Balzs Vgvlgyi, Wenlong Niu, Zihan Chen, Paul Wilkening, Peter Kazanzides |
| 2016 | IROS | Virtual fixture assistance for needle passing and knot tying. | Zihan Chen, Anand Malpani, Preetham Chalasani, Anton Deguet, S. Swaroop Vedula, Peter Kazanzides, Russell H. Taylor |
| 2015 | ETFA | An Ethernet to FireWire bridge for real-time control of the da Vinci Research Kit (dVRK). | Long Qian, Zihan Chen, Peter Kazanzides |
| 2015 | IROS | Preliminary study of virtual nonholonomic constraints for time-delayed teleoperation. | Steve Vozar, Zihan Chen, Peter Kazanzides, Louis L. Whitcomb |
| 2014 | ICRA | An open-source research kit for the da Vinci Surgical System. | Peter Kazanzides, Zihan Chen, Anton Deguet, Gregory S. Fischer, Russell H. Taylor, Simon P. DiMaio |
| 2013 | CogSci | Masked Repetition Effects of Chinese Compound Words Interact with Word Frequency because of Properties of Compound. | Sau-chin Chen, Zihan Chen |
| 2013 | IROS | Force control of a non-backdrivable robot without a force sensor. | Zihan Chen, Peter Kazanzides |