| 2026 | AAAI | Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement. | Jiashu Yao, Heyan Huang, Shuang Zeng, Chuwei Luo, WangJie You, Jie Tang, Qingsong Liu, Yuhang Guo, Yangyang Kang |
| 2026 | INFOCOM | TurboTSS: A Packet Classifier with Fast Rule Lookup and Update for the Cloud. | Shaoke Fang, Qingsong Liu, Yuchen Xu, Weize Gao, Jianglong Nie, Wenfei Wu |
| 2026 | SIGMETRICS | Learning to Allocate Reusable Resources under Stochastic Rewards and Durations. | Ativ Joshi, Qingsong Liu, Mohammad Hajiesmaili |
| 2026 | SIGMETRICS | A Unified Framework for Online Combinatorial Allocation of Reusable Resources under Endogenous Deterioration. | Qingsong Liu, Mohammad Hajiesmaili |
| 2025 | ACL | Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection. | Cilin Yan, Jingyun Wang, Lin Zhang, Ruihui Zhao, Xiaopu Wu, Kai Xiong, Qingsong Liu, Guoliang Kang, Yangyang Kang |
| 2025 | EMNLP | A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection. | Hui Li, Ante Wang, Kunquan Li, Zhihao Wang, Liang Zhang, Delai Qiu, Qingsong Liu, Jinsong Su |
| 2025 | IJCAI | Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion. | Qingguo Hu, Ante Wang, Jia Song, Delai Qiu, Qingsong Liu, Jinsong Su |
| 2025 | INFOCOM | Learning to Optimize Resource Utilization with QoS Guarantees. | Zifan Jia, Qingsong Liu, Haihui Fan, Xiaoyan Gu, Bo Li, Weiping Wang |
| 2025 | IWQoS | AoI-Constrained Scheduling for Information Freshness Over Unreliable Channels. | Zifan Jia, Haihui Fan, Xiaoyan Gu, Bo Li, Weiping Wang, Qingsong Liu |
| 2025 | SIGMETRICS | Online Fair Allocation of Reusable Resources. | Qingsong Liu, Mohammad Hajiesmaili |
| 2024 | AAAI | Decentralized Scheduling with QoS Constraints: Achieving O(1) QoS Regret of Multi-Player Bandits. | Qingsong Liu, Zhixuan Fang |
| 2024 | CVPR | Exploring Facial Expression Recognition through Semi-Supervised Pre-training and Temporal Modeling. | Jun Yu, Zhihong Wei, Zhongpeng Cai, Gongpeng Zhao, Zerui Zhang, Yongqi Wang, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Qingsong Liu, Jiaen Liang |
| 2024 | CVPR | Improving Valence-Arousal Estimation with Spatiotemporal Relationship Learning and Multimodal Fusion. | Jun Yu, Gongpeng Zhao, Yongqi Wang, Zhihong Wei, Zerui Zhang, Zhongpeng Cai, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Shuoping Yang, Yang Zheng, Qingsong Liu, Jiaen Liang |
| 2024 | CVPR | AUD-TGN: Advancing Action Unit Detection with Temporal Convolution and GPT-2 in Wild Audiovisual Contexts. | Jun Yu, Zerui Zhang, Zhihong Wei, Gongpeng Zhao, Zhongpeng Cai, Yongqi Wang, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Qingsong Liu, Jiaen Liang |
| 2024 | CVPR | Multi Model Ensemble for Compound Expression Recognition. | Jun Yu, Jichao Zhu, Wangyuan Zhu, Zhongpeng Cai, Gongpeng Zhao, Zhihong Wei, Guochen Xie, Zerui Zhang, Qingsong Liu, Jiaen Liang |
| 2024 | CVPR | Efficient Feature Extraction and Late Fusion Strategy for Audiovisual Emotional Mimicry Intensity Estimation. | Jun Yu, Wangyuan Zhu, Jichao Zhu, Zhongpeng Cai, Gongpeng Zhao, Zerui Zhang, Guochen Xie, Zhihong Wei, Qingsong Liu, Jiaen Liang |
| 2024 | ICASSP | Online Caching With Switching Cost and Operational Long-Term Constraints: An Online Learning Approach. | Zifan Jia, Qingsong Liu, Xiaoyan Gu, Haihui Fan, Feifei Dai, Bo Li, Weiping Wang |
| 2024 | INFOCOM | Adversarial Combinatorial Bandits with Switching Cost and Arm Selection Constraints. | Yin Huang, Qingsong Liu, Jie Xu |
| 2024 | INFOCOM | Learning-based Scheduling for Information Gathering with QoS Constraints. | Qingsong Liu, Weihang Xu, Zhixuan Fang |
| 2024 | SIGMETRICS | Learning the Optimal Control for Evolving Systems with Converging Dynamics. | Qingsong Liu, Zhixuan Fang |
| 2023 | ICASSP | Learning To Regularized Resource Allocation with Budget Constraints. | Shaoke Fang, Qingsong Liu, Lei Xu, Wenfei Wu |
| 2023 | INFOCOM | Learning to Schedule Tasks with Deadline and Throughput Constraints. | Qingsong Liu, Zhixuan Fang |
| 2022 | CNSM | Learning to Caching Under the Partial-feedback Regime. | Qingsong Liu, Yaoyu Zhang |
| 2022 | WiOpt | Online Convex Optimization with Switching Costs: Algorithms and Performance. | Qingsong Liu, Zhuoran Li, Zhixuan Fang |
| 2021 | GLOBECOM | HyperNAT: Scaling Up Network Address Translation with SmartNICs for Clouds. | Shaoke Fang, Qingsong Liu, Wenfei Wu |
| 2020 | ICCCN | T | Qingxiu Liu, Wenfei Wu, Qingsong Liu, Qun Huang |
| 2020 | Interspeech | Speech Driven Talking Head Generation via Attentional Landmarks Based Representation. | Wentao Wang, Yan Wang, Jianqing Sun, Qingsong Liu, Jiaen Liang, Teng Li |
| 2014 | ICCCN | MicroEye: Visual summary of microblogsphere from the eye of celebrities. | Qingsong Liu, Yifan Hu |
| 2010 | Interspeech | A fast implementation of factor analysis for speaker verification. | Qingsong Liu, Wei Huang, Dongxing Xu, Hongbin Cai, Beiqian Dai |