| 2026 | AAAI | LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs. | Junlong Jia, Xing Wu, Chaochen Gao, Ziyang Chen, Zijia Lin, Zhongzhi Li, Weinong Wang, Haotian Xu, Donghui Jin, Debing Zhang, Binghui Guo |
| 2026 | ACL | SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment. | Ziyang Chen, Zhenxuan Huang, Yile Wang, Weiqin Wang, Lu Yin, Hui Huang |
| 2026 | ACL | Social Welfare Function Leaderboard: On the Emergence of LLM Agents as the Welfare Dictator. | Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, Cixing Li, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Liefeng Bo |
| 2026 | SIGIR | Meituan Merchant Business Diagnosis via Policy-Guided Dual-Process User Simulation. | Ziyang Chen, Renbing Chen, Daowei Li, Jinzhi Liao, Jiashen Sun, Ke Zeng, Xiang Zhao |
| 2025 | AAAI | Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation. | Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia |
| 2025 | ACL | Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding. | Zhanpeng Chen, Mingxiao Li, Ziyang Chen, Nan Du, Xiaolong Li, Yuexian Zou |
| 2025 | ACL | ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks. | Zijing Zhang, Zhanpeng Chen, He Zhu, Ziyang Chen, Nan Du, Xiaolong Li |
| 2025 | CIKM | Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection. | Ziyang Chen, Erxue Min, Xiang Zhao, Yunxin Li, Xin Jia, Jinzhi Liao, Shuaiqiang Wang, Baotian Hu, Dawei Yin |
| 2025 | CVPR | Video-Guided Foley Sound Generation with Multimodal Controls. | Ziyang Chen, Prem Seetharaman, Bryan C. Russell, Oriol Nieto, David Bourgin, Andrew Owens, Justin Salamon |
| 2025 | CVPR | GPS as a Control Signal for Image Generation. | Chao Feng, Ziyang Chen, Aleksander Holynski, Alexei A. Efros, Andrew Owens |
| 2025 | CVPR | Supervising Sound Localization by In-the-wild Egomotion. | Anna Min, Ziyang Chen, Hang Zhao, Andrew Owens |
| 2025 | CVPR | Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding. | Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge |
| 2025 | GLOBECOM | DLSAG: Dynamic Load-aware Steiner Aggregation for Large-Scale Network Path Optimization. | Ruitao Li, Ying Zhou, Ziyang Chen, Mingzhen Wu, Yuming Zhang, Shaoying Wang, Fei Song |
| 2025 | ICASSP | Boosting Open-Vocabulary Object Detection Performance via Class-Agnostic Pseudo-Labels and MultiModal Hybrid Knowledge. | Ziyang Chen, Dongqin Liu, Jiao Dai, Songlin Hu |
| 2025 | ICASSP | AdapFed: Adaptive Devices Training Strategy for Heterogeneous Federated Learning. | Ziyang Chen, Ying Zhou, Fei Song |
| 2025 | ICDE | Efficient Unsupervised Graph Embedding with Attributed Graph Reduction and Dual-Level Loss: (Extended Abstract). | Ziyang Liu, Chaokun Wang, Hao Feng, Ziyang Chen |
| 2025 | ICRA | Inference Based Multi-Object Reactive Search in a Partially Known Environment With Temporal Logic Specifications. | Yaohui Kang, Ziyang Chen, Yanjie Xia, Zhen Kan |
| 2025 | IJCNN | Test Time Training for 4D Medical Image Interpolation. | Qikang Zhang, Yingjie Lei, Zihao Zheng, Ziyang Chen, Zhonghao Xie |
| 2025 | IROS | Surgical D-Knot: Augmented Dexterity for Tying Double Knots by Monitoring Optical Flow in Monocular Attention Windows. | Ziyang Chen, Kush Hari, Tanmayi Dasari, Karen Shieh, Ria Jain, Danyal M. Fer, Gary Guthart, Ken Goldberg |
| 2025 | IROS | Reactive Temporal Logic Planning for Safe Human-Robot Interaction. | Xiangcheng Liu, Ziyang Chen, Yinxiao Tian, Zhen Kan |
| 2025 | MICCAI | Enjoying Information Dividend: Gaze Track-Based Medical Weakly Supervised Segmentation. | Zhisong Wang, Yiwen Ye, Ziyang Chen, Yong Xia |
| 2025 | MICCAI | NAF-GAN: Anatomically Constrained GAN for Ultra-Low-Field MRI Enhancement. | Zhenyu Xiang, Yicheng Wu, Ziyang Chen, Zaiyuan Liu, Yongsheng Pan, Yong Xia |
| 2025 | SiggraphA | Learned Display Radiance Fields with Lensless Cameras. | Ziyang Chen, Yuta Itoh, Kaan Aksit |
| 2024 | ACL | Temporal Knowledge Question Answering via Abstract Reasoning Induction. | Ziyang Chen, Dongfang Li, Xiang Zhao, Baotian Hu, Min Zhang |
| 2024 | CIKM | Learn From Mistakes: Guidance on Zero-shot Conversational Text-to-SQL. | Wenshuo Zhai, Xiang Zhao, Jinzhi Liao, Ziyang Chen |
| 2024 | CIKM | Zero-shot Knowledge Graph Question Generation via Multi-agent LLMs and Small Models Synthesis. | Runhao Zhao, Jiuyang Tang, Weixin Zeng, Ziyang Chen, Xiang Zhao |
| 2024 | CVPR | Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark. | Ziyang Chen, Israel D. Gebru, Christian Richardt, Anurag Kumar, William Laney, Andrew Owens, Alexander Richard |
| 2024 | CVPR | MoCha-Stereo: Motif Channel Attention Network for Stereo Matching. | Ziyang Chen, Wei Long, He Yao, Yongjun Zhang, Bingshu Wang, Yongbin Qin, Jia Wu |
| 2024 | CVPR | Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. | Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia |
| 2024 | CVPR | Binding Touch to Everything: Learning Unified Multimodal Tactile Representations. | Fengyu Yang, Chao Feng, Ziyang Chen, Hyoungseob Park, Daniel Wang, Yiming Dou, Ziyao Zeng, Xien Chen, Rit Gangopadhyay, Andrew Owens, Alex Wong |
| 2024 | CVPR | Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning. | Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia |
| 2024 | ICRA | Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy. | Ziyang Chen, Ke Fan, Laura Cruciani, Matteo Fontana, Lorenzo Muraglia, Francesco Ceci, Laura Travaini, Giancarlo Ferrigno, Elena De Momi |
| 2024 | ICRA | Active Inference for Reactive Temporal Logic Motion Planning. | Ziyang Chen, Zhangli Zhou, Lin Li, Zhen Kan |
| 2024 | ICRA | Projection-Based Fast and Safe Policy Optimization for Reinforcement Learning. | Shijun Lin, Hao Wang, Ziyang Chen, Zhen Kan |
| 2024 | IROS | Soft Task Planning with Hierarchical Temporal Logic Specifications. | Ziyang Chen, Zhangli Zhou, Lin Li, Zhen Kan |
| 2024 | MICCAI | Reframing Universal Lesion Segmentation as a Large-Organ Lesion Segmentation Task. | Xiaoyu Bai, Ziyang Chen, Shaoteng Zhang, Qin Liu, Xing Liu, Yong Xia |
| 2024 | MICCAI | Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation. | Ziyang Chen, Xiaoyu Bai, Zhisong Wang, Yiwen Ye, Yongsheng Pan, Yong Xia |
| 2024 | SiggraphA | SpecTrack: Learned Multi-Rotation Tracking via Speckle Imaging. | Ziyang Chen, Mustafa Doga Dogan, Josef B. Spjut, Kaan Aksit |
| 2023 | ACL | Multi-granularity Temporal Question Answering over Knowledge Graphs. | Ziyang Chen, Jinzhi Liao, Xiang Zhao |
| 2023 | CVPR | Conditional Generation of Audio from Video via Foley Analogies. | Yuexi Du, Ziyang Chen, Justin Salamon, Bryan C. Russell, Andrew Owens |
| 2023 | CVPR | Self-Supervised Video Forensics by Audio-Visual Anomaly Detection. | Chao Feng, Ziyang Chen, Andrew Owens |
| 2023 | EMNLP | Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. | Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Yuhan Li, Ziyang Chen, Longyue Wang, Jia Li |
| 2023 | ICCV | Sound Localization from Motion: Jointly Learning Sound Direction and Camera Rotation. | Ziyang Chen, Shengyi Qian, Andrew Owens |
| 2023 | ICRA | A Hierarchical Decoupling Approach for Fast Temporal Logic Motion Planning. | Ziyang Chen, Zhangli Zhou, Shaochen Wang, Zhen Kan |
| 2023 | IROS | Lightweight Neural Path Planning. | Jinsong Li, Shaochen Wang, Ziyang Chen, Zhen Kan, Jun Yu |
| 2023 | MICCAI | Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation. | Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia |
| 2023 | MICCAI | UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation Learner. | Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia |
| 2022 | CVPR | Mix and Localize: Localizing Sound Sources in Mixtures. | Xixi Hu, Ziyang Chen, Andrew Owens |
| 2022 | ECCV | Sound Localization by Self-supervised Time Delay Estimation. | Ziyang Chen, David F. Fouhey, Andrew Owens |
| 2022 | ICDE | Fast Reachability Queries Answering based on RCN Reduction (Extended abstract). | Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du |
| 2022 | MICCAI | DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation. | Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia |
| 2021 | CoRL | Structure from Silence: Learning Scene Structure from Ambient Sound. | Ziyang Chen, Xixi Hu, Andrew Owens |
| 2021 | MICCAI | CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization. | Ziyang Chen, Yongsheng Pan, Yong Xia |
| 2021 | TrustCom | Privacy-Preserving Hough Transform and Line Detection on Encrypted Cloud Images. | Delin Chen, Peijia Zheng, Ziyang Chen, Ruopan Lai, Weiqi Luo, Hongmei Liu |
| 2020 | ICMI | Examining the Link between Children's Cognitive Development and Touchscreen Interaction Patterns. | Ziyang Chen, Yu-Peng Chen, Alex Shaw, Aishat Aloba, Pavlo D. Antonenko, Jaime Ruiz, Lisa Anthony |
| 2020 | INFOCOM | TagRay: Contactless Sensing and Tracking of Mobile Objects using COTS RFID Devices. | Ziyang Chen, Panlong Yang, Jie Xiong, Yuanhao Feng, Xiang-Yang Li |
| 2020 | INFOCOM | RF-Ear: Contactless Multi-device Vibration Sensing and Identification Using COTS RFID. | Panlong Yang, Yuanhao Feng, Jie Xiong, Ziyang Chen, Xiang-Yang Li |
| 2019 | ICPADS | RFdesk: Record Your Objects on Desktop Using COTS RFID Devices Contactlessly. | Ziyang Chen, Panlong Yang, Gang Huang, Yuanhao Feng, Haisheng Tan, Xiangyang Li |
| 2019 | MOBICOM | Demo: The RFID Can Hear Your Music Play. | Yuanhao Feng, Panlong Yang, Yanyong Zhang, Xiang-Yang Li, Ziyang Chen, Gang Huang |
| 2018 | TrustCom | Encrypted Domain Mel-Frequency Cepstral Coefficient and Fragile Audio Watermarking. | Jian Chen, Ziyang Chen, Peijia Zheng, Jianting Guo, Wei Zhang, Jiwu Huang |
| 2017 | IJCAI | Modeling Trajectories with Recurrent Neural Networks. | Hao Wu, Ziyang Chen, Weiwei Sun, Baihua Zheng, Wei Wang |
| 2017 | VTC | Multi-Channel High Speed Quantum Random Number Generating with DWDM and Superluminescent LED. | Ziyang Chen, Gan Wang, Zhengyu Li, Xiang Peng, Hong Guo |
| 2017 | SIGMOD | DAG Reduction: Fast Answering Reachability Queries. | Junfeng Zhou, Shijie Zhou, Jeffrey Xu Yu, Hao Wei, Ziyang Chen, Xian Tang |
| 2016 | CSCWD | Joint estimation and detection algorithm for co-channel signals in randomly distributed sensor array. | Ziyang Chen, Yunpeng Hu, Caiyao Shen |
| 2016 | KDD | Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics. | Hao Wu, Jiangyun Mao, Weiwei Sun, Baihua Zheng, Hanyuan Zhang, Ziyang Chen, Wei Wang |
| 2013 | CIKM | Top-down keyword query processing on XML data. | Junfeng Zhou, Xingmin Zhao, Wei Wang, Ziyang Chen, Jeffrey Xu Yu |
| 2012 | DASFAA | Fast Result Enumeration for Keyword Queries on XML Data. | Junfeng Zhou, Zhifeng Bao, Ziyang Chen, Tok Wang Ling |
| 2012 | DASFAA | Top-Down SLCA Computation Based on List Partition. | Junfeng Zhou, Zhifeng Bao, Ziyang Chen, Guoxiang Lan, Xudong Lin, Tok Wang Ling |
| 2012 | ICDE | Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection. | Junfeng Zhou, Zhifeng Bao, Wei Wang, Tok Wang Ling, Ziyang Chen, Xudong Lin, Jingfeng Guo |
| 2011 | SIGIR | SEJoin: an optimized algorithm towards efficient approximate string searches. | Junfeng Zhou, Ziyang Chen, Jingrong Zhang |
| 2003 | CAINE | A Novel System for Publishing Relational Data in XML Based on ER-DTD Method. | Guohua Liu, Qi He, Ziyang Chen, Ying Wang |