| 2026 | AAAI | Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method. | Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen, Jia Gu, Tianqing Zhu, Wanlei Zhou |
| 2026 | ACL | Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical Reasoning. | Chi Liu, Yan Shu, Mengzhuo Chen, Hongming Piao, Zhijian Duan, Derek Li, Bryan Dai |
| 2025 | GLOBECOM | CLBA: A Cross-Lingual Backdoor Attack against Text-to-Image Diffusion Models. | Chi Liu, Hongwei Li, Rui Zhang, Jiaming He, Wenbo Jiang |
| 2025 | ICCV | Details Matter for Indoor Open-Vocabulary 3D Instance Segmentation. | Sanghun Jung, Jingjing Zheng, Ke Zhang, Nan Qiao, Albert Y. C. Chen, Lu Xia, Chi Liu, Yuyin Sun, Xiao Zeng, Hsiang-Wei Huang, Byron Boots, Min Sun, Cheng-Hao Kuo |
| 2025 | ICPADS | CtrlMark: Controllable Watermarking for ControlNet Against Downstream Fine-Tuning. | Chi Liu, Rui Zhang, Wenbo Jiang, Hongwei Li, Guowen Xu |
| 2025 | KSEM | Robust AI-Synthesized Image Detection via Multi-feature Frequency-Aware Learning. | Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui |
| 2025 | KSEM | BackdoorHunter: Poisoned Training Data Removal via Contrastive Responses Under Pruned Models. | Rixi Liang, Shuai Zhou, Mingxu Zhu, Chi Liu, Minfeng Qi |
| 2025 | KSEM | Can LLMs Assist Computer Education? An Empirical Case Study of DeepSeek. | Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen |
| 2025 | KSEM | Enhancing Fundus Image-Based Glaucoma Screening via Dynamic Global-Local Feature Integration. | Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge |
| 2025 | WSDM | DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. | Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou |
| 2024 | AAAI | Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification. | Haochun Wang, Sendong Zhao, Chi Liu, Nuwa Xi, Muzhen Cai, Bing Qin, Ting Liu |
| 2024 | ECCV | OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. | Ming Hu, Peng Xia, Lin Wang, Siyuan Yan, Feilong Tang, Zhongxing Xu, Yimin Luo, Kaimin Song, Jrgen Leitner, Xuelian Cheng, Jun Cheng, Chi Liu, Kaijing Zhou, Zongyuan Ge |
| 2024 | ECCV | GenRC: Generative 3D Room Completion from Sparse Image Collections. | Ming-Feng Li, Yueh-Feng Ku, Hong-Xuan Yen, Chi Liu, Yu-Lun Liu, Albert Y. C. Chen, Cheng-Hao Kuo, Min Sun |
| 2024 | ICA3PP | DIsFU: Protecting Innocent Clients in Federated Unlearning. | Fanyu Kong, Xiangyun Tang, Yu Weng, Tao Zhang, Hongyang Du, Jiawen Kang, Chi Liu |
| 2023 | ACL | UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language. | Nuwa Xi, Sendong Zhao, Haochun Wang, Chi Liu, Bing Qin, Ting Liu |
| 2023 | IJCAI | Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation. | Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou |
| 2023 | ICRA | Multimodal Neural Radiance Field. | Haidong Zhu, Yuyin Sun, Chi Liu, Lu Xia, Jiajia Luo, Nan Qiao, Ram Nevatia, Cheng-Hao Kuo |
| 2023 | MICCAI | Dual-Domain Iterative Network with Adaptive Data Consistency for Joint Denoising and Few-Angle Reconstruction of Low-Dose Cardiac SPECT. | Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Qiong Liu, Albert J. Sinusas, Chi Liu |
| 2023 | MICCAI | TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction. | Xueqi Guo, Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu, Huidong Xie, Yi-Hwa Liu, Richard Palyo, Edward J. Miller, Albert J. Sinusas, Bruce Spottiswoode, Chi Liu, Nicha C. Dvornek |
| 2023 | MICCAI | Transformer-Based Dual-Domain Network for Few-View Dedicated Cardiac SPECT Image Reconstructions. | Huidong Xie, Bo Zhou, Xiongchao Chen, Xueqi Guo, Stephanie Thorn, Yi-Hwa Liu, Ge Wang, Albert J. Sinusas, Chi Liu |
| 2023 | MICCAI | EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. | Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge |
| 2023 | WACV | DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction. | Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka |
| 2022 | COLING | Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words. | Haochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng, Bing Qin, Ting Liu |
| 2022 | MICCAI | Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT. | Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi Liu |
| 2022 | MICCAI | MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET. | Xueqi Guo, Bo Zhou, Xiongchao Chen, Chi Liu, Nicha C. Dvornek |
| 2021 | MICCAI | Anatomy-Constrained Contrastive Learning for Synthetic Segmentation Without Ground-Truth. | Bo Zhou, Chi Liu, James S. Duncan |
| 2021 | MICCAI | Synthesizing Multi-tracer PET Images for Alzheimer's Disease Patients Using a 3D Unified Anatomy-Aware Cyclic Adversarial Network. | Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. van Dyck, Richard E. Carson, James S. Duncan, Chi Liu |
| 2020 | MICCAI | Simultaneous Denoising and Motion Estimation for Low-Dose Gated PET Using a Siamese Adversarial Network with Gate-to-Gate Consistency Learning. | Bo Zhou, Yu-Jung Tsai, Chi Liu |
| 2019 | IGARSS | Semi-Supervised Classification of Polarimetric SAR Images Using Markov Random Field and Two-Level Wishart Mixture Model. | Chi Liu, Wenzhi Liao, Heng-Chao Li, Rui Wang, Wilfried Philips |
| 2019 | MICCAI | Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging. | Chi Liu, Wei Wang, Zhixi Li, Yu Jiang, Xiaotong Han, Jason Ha, Wei Meng, Mingguang He |
| 2019 | MICCAI | A Novel Loss Function Incorporating Imaging Acquisition Physics for PET Attenuation Map Generation Using Deep Learning. | Luyao Shi, John A. Onofrey, Enette Mae Revilla, Takuya Toyonaga, David Menard, Joseph Ankrah, Richard E. Carson, Chi Liu, Yihuan Lu |
| 2018 | ACISP | Asymmetric Subversion Attacks on Signature Schemes. | Chi Liu, Rongmao Chen, Yi Wang, Yongjun Wang |
| 2017 | ICASSP | Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning. | Yue Huang, Han Zheng, Chi Liu, Gustavo K. Rohde, Delu Zeng, Jiaqi Wang, Xinghao Ding |
| 2017 | IJCNN | Mining E-commercial data: A text-rich heterogeneous network embedding approach. | Weizheng Chen, Chi Liu, Jun Yin, Hongfei Yan, Yan Zhang |
| 2017 | IGARSS | Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images. | Chi Liu, Wenzhi Liao, Heng-Chao Li, Wilfried Philips |
| 2016 | IGARSS | A multitexture model of multilook polarimetric SAR data based on generalized gamma distribution. | Heng-Chao Li, Chi Liu |
| 2016 | IGARSS | The research on modeling dielectric constant of lunar regolith for microwave band. | Chi Liu, Ping Chen |
| 2016 | MICCAI | Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis. | Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde |
| 2015 | EDM | Influence Analysis by Heterogeneous Network in MOOC Forums: What can We Discover? | Zhuoxuan Jiang, Yan Zhang, Chi Liu, Xiaoming Li |
| 2014 | HPCC | Efficient Work-Stealing with Blocking Deques. | Chi Liu, Ping Song, Yi Liu, Qinfen Hao |
| 2014 | ICPADS | Paraio: A scalable network I/O framework for many-core systems. | Ping Song, Yi Liu, Chi Liu, Depei Qian, Qinfen Hao |
| 2007 | ISCC | Efficient Rate Adaptation in Multi-rate 802.11 Networks. | Shaohe Lv, Xiaodong Wang, Xingming Zhou, Chi Liu |
| 2006 | SMC | The Benefits Evaluation of ERP Project Investment Based on Real Options. | Feng Wu, Chi Liu, H. Z. Li, K. Gao, J. Tian |
| 2005 | CIS | On a Novel Methodology for Estimating Available Bandwidth Along Network Paths. | Shaohe Lv, Jianping Yin, Zhiping Cai, Chi Liu |
| 2004 | KES | Modified ASDPS for Geochemical Data Processing. | Chi Liu, Hui Yu |