| 2026 | WWW | FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Clients. | Dezhong Yao, Tongtong Liu, Yuexin Shi, Zhiqiang Xu |
| 2025 | EMNLP | Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising. | Tongtong Liu, Zhaohui Wang, Meiyue Qin, Zenghui Lu, Xudong Chen, Yuekui Yang, Peng Shu |
| 2025 | ICASSP | MncCap: Mining Neural Composition for Zero-shot Image Captioning via Text-only Training. | Tongtong Liu, Chen Yang, Guoqiang Chen, Qinxu Gao, Enhua Song, Wenhui Li |
| 2024 | ICASSP | MVITP: Multi-View Image-Text Perception for Few-Shot Remote Sensing Image Classification. | Chen Yang, Tongtong Liu, Didi Jiao, Wenhui Li |
| 2024 | ICIP | Surface Anomaly Detection With Anomalous Feature Restriction And Difference-Aware Enhancement. | Jinhui Zhao, Hongxia Gao, Tongtong Liu |
| 2024 | ICPP | Rethinking Personalized Federated Learning from Knowledge Perspective. | Dezhong Yao, Ziquan Zhu, Tongtong Liu, Zhiqiang Xu, Hai Jin |
| 2023 | GPC | FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement. | Dezhong Yao, Tongtong Liu, Qi Cao, Hai Jin |
| 2023 | IJCAI | Adversarial Behavior Exclusion for Safe Reinforcement Learning. | Md Asifur Rahman, Tongtong Liu, Sarra M. Alqahtani |
| 2022 | EMNLP | A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. | Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, Xiaolei Diao, Hao Xu |
| 2022 | PRIMA | Weaponizing Actions in Multi-Agent Reinforcement Learning: Theoretical and Empirical Study on Security and Robustness. | Tongtong Liu, Joe McCalmon, Md Asifur Rahman, Cameron Lischke, Talal Halabi, Sarra M. Alqahtani |
| 2021 | ACL | Multi-stage Pre-training over Simplified Multimodal Pre-training Models. | Tongtong Liu, Fangxiang Feng, Xiaojie Wang |
| 2021 | ICAART | Robustness-driven Exploration with Probabilistic Metric Temporal Logic. | Xiaotian Liu, Pengyi Shi, Tongtong Liu, Sarra M. Alqahtani, Pal Pauca, Miles R. Silman |
| 2020 | ICTAI | Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. | Ashley Peake, Joe McCalmon, Benjamin Raiford, Tongtong Liu, Sarra M. Alqahtani |
| 2019 | INFOCOM | CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks. | Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Yunhao Liu, Zheng Yang |
| 2017 | HCI | Explore the Differences Between Iphone7 Camera Interaction and User Habits. | Bin Jiang, Tongtong Liu |
| 2016 | ICCCN | Enhancing Industrial Video Surveillance over Wireless Mesh Networks. | Chaofan Yang, Chenshu Wu, Zheng Yang, Tongtong Liu, Zuwei Yin, Yunhao Liu, XuFei Mao |