| 2026 | AAAI | Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment. | Yiming Du, Ziyu Wang, Jian Li, Rui Ning, Lusi Li |
| 2026 | ACL | KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? | Xue Jiang, Ge Li, Jiaru Qian, Xianjie Shi, Chenjie Li, Hao Zhu, Ziyu Wang, Jielun Zhang, Zeyu Zhao, Kechi Zhang, Jia Li, Wenpin Jiao, Zhi Jin, Yihong Dong |
| 2026 | ACL | LRBench and Judge-R1: Principled Evaluation and Training of LLM-Based Judges for Long-Context Reasoning. | Xinyi Zhao, Haoqi Hu, Ziyu Wang, Jinfeng Xiao |
| 2026 | DASFAA | SecKQL-Agent: A Real-World APT29 Events Benchmark and Framework for Reliable Text-to-KQL in Security Analytics. | Huan Zhang, Haiyan Wang, Shaofang Long, Hao Tan, Ziyu Wang, Yan Jia, Zhaoquan Gu |
| 2026 | RTAS | Real-Time Language Model Jamming: A Case Study for Live Music Accompaniment Generation. | Bowen Zheng, Andrew H. Yang, Jiaqi Ruan, Jia He, Xinyue Li, Yuan-Hsin Chen, Ziyu Wang, Xiaosong Ma |
| 2025 | AAAI | On Probabilistic Truncation in Privacy-preserving Machine Learning. | Lijing Zhou, Bingsheng Zhang, Ziyu Wang, Tianpei Lu, Qingrui Song, Su Zhang, Hongrui Cui, Yu Yu |
| 2025 | AISTATS | On Subjective Uncertainty Quantification and Calibration in Natural Language Generation. | Ziyu Wang, Christopher C. Holmes |
| 2025 | ICASSP | TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding. | Ziyu Wang, Tengyu Pan, Zhenyu Li, Ji Wu, Xiuxing Li, Jianyong Wang |
| 2025 | ICCV | Synthetic Video Enhances Physical Fidelity in Video Synthesis. | Qi Zhao, Xingyu Ni, Ziyu Wang, Feng Cheng, Ziyan Yang, Lu Jiang, Bohan Wang |
| 2025 | BSN | MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering. | Ziyu Wang, Elahe Khatibi, Amir M. Rahmani |
| 2025 | BSN | FoodAgent: A Multi-Modal Mixture of Experts Reasoning Agent for Divide-and-Conquer Food Nutrition Estimation. | Pengfei Zhang, Yutong Song, Chenhan Lyu, Ziyu Wang, Amir M. Rahmani |
| 2025 | ICLR | Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints. | Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia |
| 2025 | ICML | Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts. | Yike Yuan, Ziyu Wang, Zihao Huang, Defa Zhu, Xun Zhou, Jingyi Yu, Qiyang Min |
| 2025 | ICML | Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation. | Tingyu Zhu, Haoyu Liu, Ziyu Wang, Zhimin Jiang, Zeyu Zheng |
| 2025 | IJCNN | DQ3D: Depth-guided Query for Transformer-Based 3D Object Detection in Traffic Scenarios. | Ziyu Wang, Wenhao Li, Ji Wu |
| 2025 | IROS | Real-World Offline Reinforcement Learning from Vision Language Model Feedback. | Sreyas Venkataraman, Yufei Wang, Ziyu Wang, Navin Sriram Ravie, Zackory Erickson, David Held |
| 2025 | ISCA | Zettafly: A Network Topology with Flexible Non-blocking Regions for Large-scale AI and HPC Systems. | Dezun Dong, Ziyu Wang, Fei Lei |
| 2025 | SAFECOMP | AV-SLAF: A Scenario-Layered Framework for Safety Analysis of Autonomous Vehicles Based on STPA and CTA. | Zhouhang Lyu, Hongrui Kou, Tianxiao Wang, Mingyang Zhao, Ziyu Wang, Cheng Wang, Yuxin Zhang |
| 2024 | ACNS | Cross-Correlation Based Trace Segmentation for Clustering Power Analysis on Public Key Cryptosystems. | Yaoyuan Hu, An Wang, Weiping Gong, Jingjie Wu, Ziyu Wang, Shiming Zhang, Shufan Ma |
| 2024 | CSCWD | Research on Java Automatic Simplified Modeling Based on Source Code Dependency Analysis. | Jiaqi Wang, Tao Sun, Wenjie Zhong, Ziyu Wang, Yefan Zhang |
| 2024 | CSCWD | Simplification Method of CPN Model Based on Data Abstraction. | Ziyu Wang, Tao Sun, Wenjie Zhong, Yefan Zhang, Jiaqi Wang |
| 2024 | CSCWD | A TCPN Automatically Modeling Method for Java Parallel Programs Oriented to Performance Analysis. | Yefan Zhang, Tao Sun, Wenjie Zhong, Jiaqi Wang, Ziyu Wang |
| 2024 | CVPR | Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning. | Ming Cheng, Ziyi Zhou, Bowen Zhang, Ziyu Wang, Jiaqi Gan, Ziang Ren, Weiqi Feng, Yi Lyu, Hefan Zhang, Xingjian Diao |
| 2024 | CVPR | Affine-based Deformable Attention and Selective Fusion for Semi-dense Matching. | Hongkai Chen, Zixin Luo, Yurun Tian, Xuyang Bai, Ziyu Wang, Lei Zhou, Mingmin Zhen, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan |
| 2024 | CVPR | Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement. | Ziyu Wang, Yue Xu, Cewu Lu, Yong-Lu Li |
| 2024 | DATE | SEAL: Sensing Efficient Active Learning on Wearables through Context-awareness. | Hamidreza Alikhani, Ziyu Wang, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt |
| 2024 | ECCV | Distill Gold from Massive Ores: Bi-level Data Pruning Towards Efficient Dataset Distillation. | Yue Xu, Yong-Lu Li, Kaitong Cui, Ziyu Wang, Cewu Lu, Yu-Wing Tai, Chi-Keung Tang |
| 2024 | HCI | Research on the Collaborative Mechanism of Project Robots in Online Knowledge Production Communities: An Analysis of GitHub. | Ziyu Wang, Chengming Ma, Wenhao Shen |
| 2024 | BSN | ECG Unveiled: Analysis of Client Re-Identification Risks in Real-World ECG Datasets. | Ziyu Wang, Anil Kanduri, Seyed Amir Hossein Aqajari, Salar Jafarlou, Sanaz R. Mousavi, Pasi Liljeberg, Shaista Malik, Amir M. Rahmani |
| 2024 | ICLR | Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. | Ziyu Wang, Lejun Min, Gus Xia |
| 2024 | ICML | Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective. | Fabian Falck, Ziyu Wang, Christopher C. Holmes |
| 2024 | IROS | Fast and Communication-Efficient Multi-UAV Exploration Via Voronoi Partition on Dynamic Topological Graph. | Qianli Dong, Haobo Xi, Shiyong Zhang, Qingchen Bi, Tianyi Li, Ziyu Wang, Xuebo Zhang |
| 2024 | ISLPED | EA^2: Energy Efficient Adaptive Active Learning for Smart Wearables. | Hamidreza Alikhani, Ziyu Wang, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt |
| 2024 | KDD | DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference. | Shuliang Wang, Xinyu Pan, Sijie Ruan, Haoyu Han, Ziyu Wang, Hanning Yuan, Jiabao Zhu, Qi Li |
| 2023 | CVPR | HumanGen: Generating Human Radiance Fields with Explicit Priors. | Suyi Jiang, Haoran Jiang, Ziyu Wang, Haimin Luo, Wenzheng Chen, Lan Xu |
| 2023 | CVPR | Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos. | Liao Wang, Qiang Hu, Qihan He, Ziyu Wang, Jingyi Yu, Tinne Tuytelaars, Lan Xu, Minye Wu |
| 2023 | ICASSP | Controllable Music Inpainting with Mixed-Level and Disentangled Representation. | Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia |
| 2023 | ICCP | NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Rendering. | Ziyu Wang, Wei Yang, Junming Cao, Qiang Hu, Lan Xu, Junqing Yu, Jingyi Yu |
| 2023 | UAI | A constrained Bayesian approach to out-of-distribution prediction. | Ziyu Wang, Binjie Yuan, Jiaxun Lu, Bowen Ding, Yunfeng Shao, Qibin Wu, Jun Zhu |
| 2023 | SP | Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning. | Lijing Zhou, Ziyu Wang, Hongrui Cui, Qingrui Song, Yu Yu |
| 2023 | SiggraphA | Funeral at Nine. | Mamadou Barry, Rodrigo Veras, Ziyu Wang, Junhao Xiang, Wang Yu, Lifeng Zhou |
| 2022 | CVPR | Kubric: A scalable dataset generator. | Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam H. Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, A. Cengiz ztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi |
| 2022 | CVPR | SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization. | Zhihui Lin, Tianyu Yang, Maomao Li, Ziyu Wang, Chun Yuan, Wenhao Jiang, Wei Liu |
| 2022 | ICASSP | Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. | Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan |
| 2022 | ICML | DynaMixer: A Vision MLP Architecture with Dynamic Mixing. | Ziyu Wang, Wenhao Jiang, Yiming Zhu, Li Yuan, Yibing Song, Wei Liu |
| 2022 | ICRA | Liftoff of A Motor-Driven Flapping Wing Rotorcraft with Mechanically Decoupled Wings. | Fangyuan Liu, Song Li, Ziyu Wang, Xin Dong, Daochun Li, Zhan Tu |
| 2022 | ISCAS | A Low Power DNN-based Speech Recognition Processor with Precision Recoverable Approximate Computing. | Bo Liu, Xuetao Wang, Renyuan Zhang, Anfeng Xue, Ziyu Wang, Haige Wu, Hao Cai |
| 2022 | KDD | pureGAM: Learning an Inherently Pure Additive Model. | Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang |
| 2022 | KDD | DuARE: Automatic Road Extraction with Aerial Images and Trajectory Data at Baidu Maps. | Jianzhong Yang, Xiaoqing Ye, Bin Wu, Yanlei Gu, Ziyu Wang, Deguo Xia, Jizhou Huang |
| 2021 | AISTATS | Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings. | Qipeng Guo, Zhijing Jin, Ziyu Wang, Xipeng Qiu, Weinan Zhang, Jun Zhu, Zheng Zhang, David Wipf |
| 2021 | ICCP | MirrorNeRF: One-shot Neural Portrait Radiance Field from Multi-mirror Catadioptric Imaging. | Ziyu Wang, Liao Wang, Fuqiang Zhao, Minye Wu, Lan Xu, Jingyi Yu |
| 2021 | ICLR | Benchmarks for Deep Off-Policy Evaluation. | Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, Ziyu Wang, Alexander Novikov, Mengjiao Yang, Michael R. Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Tom Le Paine |
| 2021 | ICLR | Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization. | Michael R. Zhang, Thomas Paine, Ofir Nachum, Cosmin Paduraru, George Tucker, Ziyu Wang, Mohammad Norouzi |
| 2021 | ICPADS | Delica: Decentralized Lightweight Collective Attestation for Disruptive IoT Networks. | Ziyu Wang, Cong Sun, Qingsong Yao, Duo Ding, Jianfeng Ma |
| 2021 | SSS | SodsBC/SodsBC++ & SodsMPC: Post-quantum Asynchronous Blockchain Suite for Consensus and Smart Contracts. | Shlomi Dolev, Ziyu Wang |
| 2020 | AISTATS | A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models. | Ziyu Wang, Shuyu Cheng, Yueru Li, Jun Zhu, Bo Zhang |
| 2020 | CoRL | Task-Relevant Adversarial Imitation Learning. | Konrad Zolna, Scott E. Reed, Alexander Novikov, Sergio Gmez Colmenarejo, David Budden, Serkan Cabi, Misha Denil, Nando de Freitas, Ziyu Wang |
| 2020 | ICLR | Making Efficient Use of Demonstrations to Solve Hard Exploration Problems. | aglar Glehre, Tom Le Paine, Bobak Shahriari, Misha Denil, Matt Hoffman, Hubert Soyer, Richard Tanburn, Steven Kapturowski, Neil C. Rabinowitz, Duncan Williams, Gabriel Barth-Maron, Ziyu Wang, Nando de Freitas, Worlds Team |
| 2020 | ICML | The Usual Suspects? Reassessing Blame for VAE Posterior Collapse. | Bin Dai, Ziyu Wang, David P. Wipf |
| 2020 | NCA | SodsMPC: FSM based Anonymous and Private Quantum-safe Smart Contracts. | Shlomi Dolev, Ziyu Wang |
| 2020 | VTC | Generative Adversarial Method Considering Communication Transmission Distortion for Neural Network Codec. | Xiaolong Zheng, Chuanchuan Yang, Jiqiang Feng, Chen Xu, Ziyu Wang |
| 2019 | ACISP | A Combined Micro-block Chain Truncation Attack on Bitcoin-NG. | Ziyu Wang, Jianwei Liu, Zongyang Zhang, Yanting Zhang, Jiayuan Yin, Hui Yu, Wenmao Liu |
| 2019 | ICASSP | Transferring Piano Performance Control across Environments. | Maoran Xu, Ziyu Wang, Gus Xia |
| 2019 | ICIG | Image Dehazing Framework Using Brightness-Area Suppression Mechanism. | Shengkui Dai, Xiangcheng Chen, Ziyu Wang |
| 2019 | ICLR | Function Space Particle Optimization for Bayesian Neural Networks. | Ziyu Wang, Tongzheng Ren, Jun Zhu, Bo Zhang |
| 2019 | SecureComm | Towards a Multi-chain Future of Proof-of-Space. | Shuyang Tang, Jilai Zheng, Yao Deng, Ziyu Wang, Zhiqiang Liu, Dawu Gu, Zhen Liu, Yu Long |
| 2018 | GPC | Urban Data Acquisition Routing Approach for Vehicular Sensor Networks. | Leilei Meng, Ziyu Dong, Ziyu Wang, Zhen Cheng, Xin Su |
| 2018 | ICLR | Learning an Embedding Space for Transferable Robot Skills. | Karol Hausman, Jost Tobias Springenberg, Ziyu Wang, Nicolas Heess, Martin A. Riedmiller |
| 2018 | ISCAS | CMOS Rectifier with on-chip Transformer-Coupled Tunable Matching Network for Biomedical Implants. | Ziyu Wang, Shahriar Mirabbasi |
| 2017 | CoRL | The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously. | Serkan Cabi, Sergio Gomez Colmenarejo, Matthew W. Hoffman, Misha Denil, Ziyu Wang, Nando de Freitas |
| 2017 | ICLR | Sample Efficient Actor-Critic with Experience Replay. | Ziyu Wang, Victor Bapst, Nicolas Heess, Volodymyr Mnih, Rmi Munos, Koray Kavukcuoglu, Nando de Freitas |
| 2017 | ICML | Parallel Multiscale Autoregressive Density Estimation. | Scott E. Reed, Aron van den Oord, Nal Kalchbrenner, Sergio Gomez Colmenarejo, Ziyu Wang, Yutian Chen, Dan Belov, Nando de Freitas |
| 2016 | ICML | Dueling Network Architectures for Deep Reinforcement Learning. | Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas |
| 2016 | NOMS | Towards online anomaly detection by combining multiple detection methods and Storm. | Ziyu Wang, Jiahai Yang, Hui Zhang, Chenxi Li, Shize Zhang, Hui Wang |
| 2016 | TrustCom | Automatic Model Selection for Anomaly Detection. | Ziyu Wang, Jiahai Yang, Shize Zhang, Chenxi Li, Hui Zhang |
| 2015 | GLOBECOM | A Lightweight DDoS Flooding Attack Detection Algorithm Based on Synchronous Long Flows. | Chenxi Li, Jiahai Yang, Ziyu Wang, Fuliang Li, Yang Yang |
| 2015 | ICCV | Deep Fried Convnets. | Zichao Yang, Marcin Moczulski, Misha Denil, Nando de Freitas, Alexander J. Smola, Le Song, Ziyu Wang |
| 2014 | AISTATS | Bayesian Multi-Scale Optimistic Optimization. | Ziyu Wang, Babak Shakibi, Lin Jin, Nando de Freitas |
| 2014 | APNOMS | An on-line anomaly detection method based on LMS algorithm. | Ziyu Wang, Jiahai Yang, Fuliang Li |
| 2014 | ICCCN | Two-stage detection algorithm for RoQ attack based on localized periodicity analysis of traffic anomaly. | Kun Wen, Jiahai Yang, Fengjuan Cheng, Chenxi Li, Ziyu Wang, Hui Yin |
| 2014 | TrustCom | An On-Line Anomaly Detection Method Based on a New Stationary Metric - Entropy-Ratio. | Ziyu Wang, Jiahai Yang, Fuliang Li |
| 2014 | SecureComm | A New Anomaly Detection Method Based on IGTE and IGFE. | Ziyu Wang, Jiahai Yang, Fuliang Li |
| 2013 | ICML | Adaptive Hamiltonian and Riemann Manifold Monte Carlo. | Ziyu Wang, Shakir Mohamed, Nando de Freitas |
| 2013 | IJCAI | Bayesian Optimization in High Dimensions via Random Embeddings. | Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas |
| 2009 | CIKM | Packing the most onto your cloud. | Ashraf Aboulnaga, Ziyu Wang, Zi Ye Zhang |
| 2005 | IGARSS | Improved watershed segmentation algorithm for high resolution remote sensing images using texture. | Ziyu Wang, Cuiyu Song, Zhongzhong Wu, Xiuwan Chen |
| 2005 | IGARSS | Design of high-spatial resolution remote sensing data processing system and its implementation. | Shuhe Zhao, Ziyu Wang, Cuiyu Song, Zhongzhong Wu, Xiuwan Chen |
| 2005 | IGARSS | Geographical information system of excavated high slopes in the Three Gorges Reservoir Areas, China. | Dejian Lu, Ziyu Wang, Yanmin Chen, Yuanhua Luo, Xiuwan Chen |
| 2004 | IGARSS | Object-oriented classification and application in land use classification using SPOT-5 PAN imagery. | Ziyu Wang, Wenxia Wei, Shuhe Zhao, Xiuwan Chen |
| 2004 | IGARSS | Detection of forestland degradation using Landsat TM data in panda's habitat, Sichuan, China. | Ziyu Wang, Wenxia Wei, Shuhe Zhao, Yuanhua Wo |