| 2026 | ACL | AdaFuse: Adaptive Ensemble Decoding for Large Language Models. | Chengming Cui, Tianxin Wei, Ziyi Chen, Ruizhong Qiu, Zhichen Zeng, Zhining Liu, Xuying Ning, Duo Zhou, Jingrui He |
| 2026 | ICPR | Diversity-Aware Multi-prompt Learning for Compositional Zero-Shot Learning. | Ziyi Chen, Xinru Zhao, Congyan Lang |
| 2026 | ISCAS | Automatic Circuit Topology Generation on a Reconfigurable Analog Array. | Ziyi Chen, Ioannis Savidis |
| 2025 | AIME | Comparative Evaluation of Clinical Large Language Models and Machine Learning to Predict Antimicrobial Resistance in Hospital-Onset Sepsis. | Scott A. Cohen, Ziyi Chen, Jiang Bian, Christina Boucher, Yonghui Wu, Mattia Prosperi |
| 2025 | CogSci | Multi-view Feature Selection with Reinforcement Learning for EEG-based Automated ESES Diagnosis. | Zhipeng He, Yuxuan Li, Shishi Tang, Xinxin Peng, Rui Yang, Xuanhao Qi, Ziyi Chen, Yi Zhou |
| 2025 | CVPR | Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement. | Xinjie Li, Ziyi Chen, Xinlu Yu, Iek-Heng Chu, Peng Chang, Jing Xiao |
| 2025 | ICCV | V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding. | Junqi Ge, Ziyi Chen, Jintao Lin, Jinguo Zhu, Xihui Liu, Jifeng Dai, Xizhou Zhu |
| 2025 | ICCV | Serialization Based Point Cloud Oversegmentation. | Chenghui Lu, Jianlong Kwan, Dilong Li, Ziyi Chen, Haiyan Guan |
| 2025 | ICLR | Towards Optimal Multi-draft Speculative Decoding. | Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang |
| 2025 | ICML | Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness. | Qi He, Peiran Yu, Ziyi Chen, Heng Huang |
| 2025 | ICPADS | Encrypted Malicious Traffic Detection with Limited Data Based on Active Learning. | Ziyi Chen, Xingwei Wang, Yang Tang, Rongfei Zeng, Yuhai Zhao, Min Huang, Bo Yi |
| 2025 | MICCAI | HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation. | Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun |
| 2025 | MICCAI | Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis Across MRI, CT and PET. | Yulin Wang, Honglin Xiong, Kaicong Sun, Jiameng Liu, Xin Lin, Ziyi Chen, Yuanzhe He, Qian Wang, Dinggang Shen |
| 2025 | MVA | Self-supervised 3D Image Deburring for Lattice Light Sheet Microscopy. | Ziyi Chen, Shiro Suetsugu, Yuko Mimori-Kiyosue, Hajime Nagahara |
| 2025 | SMC | Aligning Shifting Preference: A PbRL-Driven Approach for Interactive Evolutionary Multi-Objective Optimization. | Yulong Dai, Ziyi Chen, Yajie Dou, Jinke Deng, Jiang Jiang, Yuejin Tan |
| 2025 | WACV | SyncDiff: Diffusion-Based Talking Head Synthesis with Bottlenecked Temporal Visual Prior for Improved Synchronization. | Xulin Fan, Heting Gao, Ziyi Chen, Peng Chang, Mei Han, Mark Hasegawa-Johnson |
| 2025 | SiggraphA | Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation. | Beijia Lu, Ziyi Chen, Jing Xiao, Jun-Yan Zhu |
| 2024 | AAAI | Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain. | Xuanhua He, Tao Hu, Guoli Wang, Zejin Wang, Run Wang, Qian Zhang, Keyu Yan, Ziyi Chen, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou |
| 2024 | CVPR | NC-SDF: Enhancing Indoor Scene Reconstruction Using Neural SDFs with View-Dependent Normal Compensation. | Ziyi Chen, Xiaolong Wu, Yu Zhang |
| 2024 | ECCV | Co-speech Gesture Video Generation with 3D Human Meshes. | Aniruddha Mahapatra, Richa Mishra, Renda Li, Ziyi Chen, Boyang Ding, Shoulei Wang, Jun-Yan Zhu, Peng Chang, Mei Han, Jing Xiao |
| 2024 | HCI | Research on Strategies of Virtual Reality Technology to Promote Astronomy Science Popularization Education in Primary Schools. | Ziyi Chen, WenXi Wang, ZiYang Li, JinYi Zhao, ZiYue Chen |
| 2024 | ICLR | On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning. | Ziyi Chen, Yi Zhou, Heng Huang |
| 2024 | ICML | Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces. | Ziyi Chen, Heng Huang |
| 2024 | ICML | Delving into the Convergence of Generalized Smooth Minimax Optimization. | Wenhan Xian, Ziyi Chen, Heng Huang |
| 2024 | ISCAS | Block Configuration Algorithms for a Reconfigurable Analog Array. | Ziyi Chen, Ioannis Savidis |
| 2023 | ACII | Context-Aware EEG-Based Perceived Stress Recognition based on Emotion Transition Paradigm. | Jiyao Liu, Lang He, Zhiwei Chen, Ziyi Chen, Yu Hao, Dongmei Jiang |
| 2023 | CIDR | KZU Graph Database Management System. | Guodong Jin, Xiyang Feng, Ziyi Chen, Chang Liu, Semih Salihoglu |
| 2023 | ICML | Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization. | Ziyi Chen, Yi Zhou, Yingbin Liang, Zhaosong Lu |
| 2023 | ISCAS | A Power Side-Channel Attack on Flash ADC. | Ziyi Chen, Ioannis Savidis |
| 2022 | EMNLP | Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis. | Iek-Heng Chu, Ziyi Chen, Xinlu Yu, Mei Han, Jing Xiao, Peng Chang |
| 2022 | ICASSP | Learning Monocular 3D Human Pose Estimation With Skeletal Interpolation. | Ziyi Chen, Akihiro Sugimoto, Shang-Hong Lai |
| 2022 | ICASSP | Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment. | Yuan Gong, Ziyi Chen, Iek-Heng Chu, Peng Chang, James R. Glass |
| 2022 | ICLR | Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game. | Ziyi Chen, Shaocong Ma, Yi Zhou |
| 2022 | ICML | Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis. | Ziyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou |
| 2022 | ICPADS | An Improved Spray And Wait Algorithm Based on the Node Social Tree. | Jianqun Cui, Shuang Gong, Yanan Chang, Ziyi Chen, Huanhuan Chen, Yi Yang |
| 2022 | ISCAS | Reconfigurable Analog Array for Hardware Security. | Ziyi Chen, Ioannis Savidis |
| 2022 | ISIT | Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning. | Ziyi Chen, Shaocong Ma, Yi Zhou |
| 2022 | KSEM | Data-Driven Approach for Investigation of Irradiation Hardening Behavior of RAFM Steel. | Zongguo Wang, Ziyi Chen, Xinfu He, Han Cao, Yuedong Cui, Meng Wan, Jue Wang, Yangang Wang |
| 2022 | MICCAI | Task-Oriented Self-supervised Learning for Anomaly Detection in Electroencephalography. | Yaojia Zheng, Zhouwu Liu, Rong Mo, Ziyi Chen, Wei-Shi Zheng, Ruixuan Wang |
| 2022 | UAI | Data sampling affects the complexity of online SGD over dependent data. | Shaocong Ma, Ziyi Chen, Yi Zhou, Kaiyi Ji, Yingbin Liang |
| 2021 | ACSSC | Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexity. | Ziyi Chen, Yi Zhou, Rongrong Chen |
| 2021 | ICASSP | The Thinkit System for Icassp2021 M2voc Challenge. | Zengqiang Shang, Haozhe Zhang, Ziyi Chen, Bolin Zhou, Pengyuan Zhang |
| 2021 | ICCD | Reconfigurable Array for Analog Applications. | Ziyi Chen, Ioannis Savidis |
| 2021 | ICLR | Proximal Gradient Descent-Ascent: Variable Convergence under KŁ Geometry. | Ziyi Chen, Yi Zhou, Tengyu Xu, Yingbin Liang |
| 2021 | ICLR | Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity. | Shaocong Ma, Ziyi Chen, Yi Zhou, Shaofeng Zou |
| 2021 | Interspeech | TVQVC: Transformer Based Vector Quantized Variational Autoencoder with CTC Loss for Voice Conversion. | Ziyi Chen, Pengyuan Zhang |
| 2016 | IGARSS | Exploiting location information to detect light pole in mobile LiDAR point clouds. | Huan Luo, Cheng Wang, Hanyun Wang, Ziyi Chen, Dawei Zai, Shanxin Zhang, Jonathan Li |
| 2015 | ISNN | An MCMC Based EM Algorithm for Mixtures of Gaussian Processes. | Di Wu, Ziyi Chen, Jinwen Ma |
| 2015 | ISNN | An Effective Model Selection Criterion for Mixtures of Gaussian Processes. | Longbo Zhao, Ziyi Chen, Jinwen Ma |
| 2014 | IGARSS | Oil spill detection based on a superpixel segmentation method for SAR image. | Ziyi Chen, Cheng Wang, Xiuhua Teng, Liujuan Cao, Jonathan Li |
| 2005 | CIS | Steady-State Evolutionary Algorithm for Multimodal Function Global Optimization. | Ziyi Chen, Lishan Kang |