| 2026 | ACL | Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods. | Hanzhang Yuan, Mengxuan Hu, Wenhao Zhang, Tianlong Wang, Zhongliang Zhou, Jiasen Lu, Sheng Li |
| 2025 | AAAI | ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models. | Qiaohui Zhou, Zhongliang Zhou, Michael Johnson, Michelle Ngo, Federico Ferrari, Junshui Ma |
| 2025 | ICDM | PharmaData-Agent: A Specialized Agent for Pharmaceutical Data Analysis. | Zihan Guan, Hanyin Wang, Zhongliang Zhou, Qiaohui Zhou, Peining Tao, Junshui Ma |
| 2025 | ICLR | Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data. | Mengxuan Hu, Zihan Guan, Yi Zeng, Junfeng Guo, Zhongliang Zhou, Jielu Zhang, Ruoxi Jia, Anil Kumar S. Vullikanti, Sheng Li |
| 2024 | AAAI | BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract). | Zihan Guan, Mengxuan Hu, Zhongliang Zhou, Jielu Zhang, Sheng Li, Ninghao Liu |
| 2024 | SIGIR | Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation. | Zhongliang Zhou, Jielu Zhang, Zihan Guan, Mengxuan Hu, Ni Lao, Lan Mu, Sheng Li, Gengchen Mai |
| 2020 | CIS | A Neural Network-Based Intelligent Decision-Making in the Air-Offensive Campaign with Simulation. | Gang Hu, Chuhan Zhou, Xiaojie Zhang, Han Zhang, Zhihua Song, Zhongliang Zhou |
| 2020 | CIS | Intelligent decision-making based on neural network and simulation in two Islands air defense operation. | Xianguang Liu, Wenfei Wang, Xiaojie Zhang, Han Zhang, Zhihua Song, Zhongliang Zhou |
| 2020 | CIS | Technology of Image Steganography and Steganalysis Based on Adversarial Training. | Han Zhang, Zhihua Song, Boyu Feng, Zhongliang Zhou, Fuxian Liu |