| 2026 | AAAI | Dual Graph Disambiguation for Multi-Instance Partial-Label Learning. | Zhen Zhu, Kai Tang, Songhe Feng, Yixuan Tang, Haobo Wang, Gengyu Lyu, Cheng Peng, Yining Sun |
| 2026 | ACL | Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning. | Shuyao Xu, Cheng Peng, Jiangxuan Long, Weidi Xu, Wei Chu, Yuan Qi |
| 2026 | ISCA | SHyLA: 3D-Stacked NVM-DRAM Hybrid LLM-Inference Architecture Exploiting Data and Memory Heterogeneity. | Liu He, Fuyao Zhou, Cheng Peng, Shunan Dong, Ziming Zhang, Huazhong Yang, Yongpan Liu, Guowei Zhang, Hongyang Jia |
| 2026 | WWW | A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems. | Yuze Liu, Yunhan Wang, Tiehua Zhang, Zhishu Shen, Cheng Peng, Libing Wu, Feng Xia, Jiong Jin |
| 2026 | WWW | FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series Classification. | Haoran Shi, Junru Zhang, Cheng Peng, Xiaoli Tang, Longtao Huang, Han Yu |
| 2025 | AISTATS | Nonparametric Distributional Regression via Quantile Regression. | Cheng Peng, Stan Uryasev |
| 2025 | CSCWD | Cooperative Task Offloading Strategy for Utility Optimization in Blockchain-Enabled IoT Networks. | Cheng Peng, Jiangfeng Li, Yuning Zhu |
| 2025 | CVPR | Geometry Field Splatting with Gaussian Surfels. | Kaiwen Jiang, Venkataram Sivaram, Cheng Peng, Ravi Ramamoorthi |
| 2025 | CVPR | SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction. | Yutao Tang, Yuxiang Guo, Deming Li, Cheng Peng |
| 2025 | ICASSP | Learning Statistical and Physical Modeling for Consistency Human Motion Prediction. | Xunliang Huang, Wenlong Wang, Haoyong Li, Fuming Wang, Cheng Peng, Haoyuan Sun |
| 2025 | ICCV | HADES: Human Avatar with Dynamic Explicit Hair Strands. | Zhanfeng Liao, Hanzhang Tu, Cheng Peng, Hongwen Zhang, Boyao Zhou, Yebin Liu |
| 2025 | ICIP | METAREG: Robust Camera Parameter Estimation by Leveraging Noisy Camera Extrinsics. | Chandrakanth Gudavalli, Tajuddin Manhar Mohammed, Ananth Vishnu Bhaskar, Elliot Staudt, Cheng Peng, Abhay Yadav, Rama Chellappa, Shivkumar Chandrasekaran, B. S. Manjunath |
| 2025 | ICPADS | MCLiD: Multi-Target and Container-Independent Liquid Sensing via mmWave and Camera Fusion. | Jiawen Gai, Cheng Peng, Zhekai Xu, Kaiyan Cui, Yiming Wang, Zhengxin Guo, Fu Xiao |
| 2025 | MICCAI | Improving Medical Visual Instruction Tuning with Labeled Datasets. | Amin Dada, Amanda Butler Contreras, Constantin Seibold, Osman Alperen Koras, Julius Keyl, Aokun Chen, Cheng Peng, Alexander Brehmer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jens Kleesiek |
| 2025 | WCNC | A Novel 5G Key Reinstallation Attack and Defensive Strategies. | Wei Fan, Bingnan Shi, Cheng Peng |
| 2025 | WCNC | 5G-HCLS: An Authentication Protocol to Protect Bootstrapping Messages in 5G Network. | Zhongxiu Sun, Cheng Peng |
| 2025 | WACV | GaitContour: Efficient Gait Recognition Based on a Contour-Pose Representation. | Yuxiang Guo, Anshul Shah, Jiang Liu, Ayush Gupta, Rama Chellappa, Cheng Peng |
| 2025 | WACV | VILLS: Video-Image Learning to Learn Semantics for Person Re-Identification. | Siyuan Huang, Ram Prabhakar, Yuxiang Guo, Rama Chellappa, Cheng Peng |
| 2024 | AAAI | Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | AAAI | CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | ACL | UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. | Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Yezhaohui Wang, Dawei He, Cheng Peng, Zhonghao Wang, Haiying Deng |
| 2024 | ACL | NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism. | Miao Li, Ming-Bin Chen, Bo Tang, ShengbinHou ShengbinHou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Cheng Peng, Yi Luo |
| 2024 | BMVC | Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty. | Saining Zhang, Baijun Ye, Xiaoxue Chen, Yuantao Chen, Zongzheng Zhang, Cheng Peng, Yongliang Shi, Hao Zhao |
| 2024 | CVPR | Control4D: Efficient 4D Portrait Editing With Text. | Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu |
| 2024 | ECCV | BAGS: Blur Agnostic Gaussian Splatting Through Multi-scale Kernel Modeling. | Cheng Peng, Yutao Tang, Yifan Zhou, Nengyu Wang, Xijun Liu, Deming Li, Rama Chellappa |
| 2024 | EMNLP | OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs. | Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang |
| 2024 | HCI | Research on Solving the Problem of Children's Doctor-Patient Relationship from the Perspective of System Theory - The Example of Children's Medical IP "Courageous Planet". | Cheng Peng, Yajie Wang |
| 2024 | KDD | CoMAL: Contrastive Active Learning for Multi-Label Text Classification. | Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen |
| 2023 | AAAI | PDRF: Progressively Deblurring Radiance Field for Fast Scene Reconstruction from Blurry Images. | Cheng Peng, Rama Chellappa |
| 2023 | EMNLP | On the Impact of Cross-Domain Data on German Language Models. | Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu |
| 2023 | ICPADS | DSUTO: Differential Rate SAC-Based UAV-Assisted Task Offloading Algorithm in Collaborative Edge Computing. | Longxin Zhang, Runti Tan, Minghui Ai, Huazheng Xiang, Cheng Peng, Zhihao Zeng |
| 2023 | ICRA | Stochastic Traveling Salesperson Problem with Neighborhoods for Object Detection. | Cheng Peng, Minghan Wei, Volkan Isler |
| 2023 | WCNC | A Novel Approach based on Improved Naive Bayes for 5G Air Interface DDoS Detection. | Cheng Peng, Wei Fan, Weiqing Huang, Dali Zhu |
| 2022 | CVPR | HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet. | Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vishwesh Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang |
| 2022 | ECCV | A Geometric-Relational Deep Learning Framework for BIM Object Classification. | Hairong Luo, Ge Gao, Han Huang, Ziyi Ke, Cheng Peng, Ming Gu |
| 2022 | MICCAI | Undersampled MRI Reconstruction with Side Information-Guided Normalisation. | Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou |
| 2022 | MICCAI | Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling. | Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa |
| 2021 | AAAI | XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors. | Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa |
| 2021 | ICCCN | Energy-Efficient Device Selection in Federated Edge Learning. | Cheng Peng, Qin Hu, Jianan Chen, Kyubyung Kang, Feng Li, Xukai Zou |
| 2021 | IGARSS | Polarimetric SAR Image Classification Based on Edge-Aware Dual Branch Fully Convolutional Network. | Feng Gao, Yanqiao Chen, Xinghua Chai, Bin Wu, Cheng Peng, Ruoting Xing, Yangyang Li |
| 2021 | MICCAI | U-DuDoNet: Unpaired Dual-Domain Network for CT Metal Artifact Reduction. | Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou |
| 2021 | MICCAI | DA-VSR: Domain Adaptable Volumetric Super-Resolution for Medical Images. | Cheng Peng, S. Kevin Zhou, Rama Chellappa |
| 2020 | AAAI | Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers. | Ngai Meng Kou, Cheng Peng, Hang Ma, T. K. Satish Kumar, Sven Koenig |
| 2020 | CVPR | SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis. | Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou |
| 2020 | EMNLP | A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis. | Zehui Dai, Cheng Peng, Huajie Chen, Yadong Ding |
| 2020 | ICPR | Hierarchical Deep Hashing for Fast Large Scale Image Retrieval. | Yongfei Zhang, Cheng Peng, Jingtao Zhang, Xianglong Liu, Shiliang Pu, Changhuai Chen |
| 2020 | ICRA | Map As the Hidden Sensor: Fast Odometry-Based Global Localization. | Cheng Peng, David Weikersdorfer |
| 2019 | CEC | A Surrogate Model Assisted Quantum-inspired Evolutionary Algorithm for Hyperparameter Optimization in Machine Learning. | Cheng Peng, Yangyang Li, Lei Cao, Licheng Jiao |
| 2019 | CVPR | DuDoNet: Dual Domain Network for CT Metal Artifact Reduction. | Wei-An Lin, Haofu Liao, Cheng Peng, Xiaohang Sun, Jingdan Zhang, Jiebo Luo, Rama Chellappa, Shaohua Kevin Zhou |
| 2019 | HPCC | Bi-Cluster: A High-Performance Data Query Framework for Large-Scale Scientific Data. | Yixian Shen, Cheng Peng, Yunfei Du, Yutong Lu |
| 2019 | ICANN | Eye Movement-Based Analysis on Methodologies and Efficiency in the Process of Image Noise Evaluation. | Cheng Peng, Qing Xu, Yuejun Guo, Klaus Schoeffmann |
| 2019 | ICONIP | Anomaly Detection Based on the Global-Local Anomaly Score for Trajectory Data. | Chengcheng Li, Qing Xu, Cheng Peng, Yuejun Guo |
| 2019 | ICRA | Adaptive View Planning for Aerial 3D Reconstruction. | Cheng Peng, Volkan Isler |
| 2019 | IJCNN | ENSO Forecasting over Multiple Time Horizons Using ConvLSTM Network and Rolling Mechanism. | Bin Mu, Cheng Peng, Shijin Yuan, Lei Chen |
| 2019 | MICCAI | Accurate Automated Keypoint Detections for Spinal Curvature Estimation. | Kailin Chen, Cheng Peng, Yi Li, Dalong Cheng, Si Wei |
| 2018 | IGARSS | Spatial Fuzzy Clustering and Deep Auto-encoder for Unsupervised Change Detection in Synthetic Aperture Radar Images. | Yangyang Li, Linhao Zhou, Cheng Peng, Licheng Jiao |
| 2017 | ICIP | Robust face alignment with cascaded coarse-to-fine auto-encoder network. | Cheng Peng, Yongxin Ge, Mingjian Hong, Sheng Huang, Dan Yang |
| 2017 | ICONIP | Robust Kernel Approximation for Classification. | Fanghui Liu, Xiaolin Huang, Cheng Peng, Jie Yang, Nikola K. Kasabov |
| 2017 | ICONIP | Correlation Filters with Adaptive Memories and Fusion for Visual Tracking. | Cheng Peng, Fanghui Liu, Haiyan Yang, Jie Yang, Nikola K. Kasabov |
| 2017 | ICONIP | A New Bayesian Method for Jointly Sparse Signal Recovery. | Haiyan Yang, Xiaolin Huang, Cheng Peng, Jie Yang, Li Li |
| 2015 | ICPP | Network Coding for Effective NDN Content Delivery: Models, Experiments, and Applications. | Kai Lei, Fangxing Zhu, Cheng Peng, Kuai Xu |
| 2014 | ICASSP | Joint transceiver design for MISO swipt interference channel. | Qingjiang Shi, Cheng Peng, Weiqiang Xu, Yongchao Wang |
| 2014 | ICASSP | Training signal design for MIMO channel estimation with correlated disturbance. | Qingjiang Shi, Cheng Peng, Weiqiang Xu, Yongchao Wang |
| 2014 | ICIP | Algorithm and benchmark dataset for stain separation in histology images. | Michael T. McCann, Joshita Majumdar, Cheng Peng, Carlos A. Castro, Jelena Kovacevic |
| 2006 | GLOBECOM | Blocking Model for All-Optical Overlaid-Star TDM Networks. | Jun Zheng, Cheng Peng, Gregor von Bochmann |
| 2006 | ISCC | Constructing Service Matrices for Agile All-Optical Cores. | Cheng Peng, Sofia A. Paredes, Trevor J. Hall, Gregor von Bochmann |
| 2006 | Networking | Delay Performance Analysis for an Agile All-Photonic Star Network. | Cheng Peng, Peng He, Gregor von Bochmann, Trevor J. Hall |
| 2006 | RTAS | A Performance Estimation Tool for Video Applications. | Zhengting He, Cheng Peng, Aloysius K. Mok |
| 2005 | AVSS | An efficient motion-adaption de-interlacing technique on VLIW DSP architecture. | Cheng Peng, Zhengting He, Yvonne Cager |
| 2005 | RTAS | Timed RTOS Modeling for Embedded System Design. | Zhengting He, Aloysius K. Mok, Cheng Peng |