When Can We Learn General-Sum Markov Games with a Large Number of Players Sample-Efficiently? - Ziang Song; Song Mei; Yu Bai 017 (ICLR, 2022)

Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. - Yukun Feng; Feng Li; Ziang Song; Boyuan Zheng; Philipp Koehn (NAACL-HLT (Findings), 2022)

Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent. - Yu Bai 017; Chi Jin 001; Song Mei; Ziang Song; Tiancheng Yu (NeurIPS, 2022)

Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games. - Ziang Song; Song Mei; Yu Bai 017 (NeurIPS, 2022)

Efficient Φ-Regret Minimization in Extensive-Form Games via Online Mirror Descent. - Yu Bai 017; Chi Jin 001; Song Mei; Ziang Song; Tiancheng Yu (CoRR, 2022)

Satellite-based phase-matching quantum key distribution. - Wei Cui; Ziang Song; Guoqi Huang; Rongzhen Jiao (Quantum Inf. Process., 2022)

Reward Collapse in Aligning Large Language Models. - Ziang Song; Tianle Cai; Jason D. Lee; Weijie J. Su (CoRR, 2023)

Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances. - Jiangfei Duan; Ziang Song; Xupeng Miao; Xiaoli Xi; Dahua Lin; Harry Xu 001; Minjia Zhang; Zhihao Jia (NSDI, 2024)

MoE-Pruner: Pruning Mixture-of-Experts Large Language Model using the Hints from Its Router. - Yanyue Xie; Zhi Zhang; Ding Zhou; Cong Xie; Ziang Song; Xin Liu; Yanzhi Wang; Xue Lin 001; An Xu (CoRR, 2024)

EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis. - Jianwei Shi 007; Xun Gong; Ziang Song; Wenkai Xie; Yanfeng Yang; Xiangjie Sun; Penghu Wei; Changming Wang; Guoguang Zhao (Frontiers Neuroinformatics, 2024)

SeismicTransformer: An attention-based deep learning method for the simulation of seismic wavefields. - Yanjin Xiang; Zhiliang Wang; Ziang Song; Rong Huang; Guojie Song; Fan Min 001 (Comput. Geosci., 2024)

Enhanced Performance of Measurement-device-independent Quantum Key Distribution over Turbulent Channels through Adaptive Optics. - Guoqi Huang; Ziang Song; Qin Dong; Wei Cui; Mingyuan Sun; Rongzhen Jiao (Quantum Inf. Process., 2024)

3D Geometry Modeling and Safety Compliance Assessment of In-Service Roads Using Massive LiDAR Point Clouds. - Jin Wang 022; Qi Si; Ziang Song; Duo Wang; Hui Yao (IEEE Trans. Intell. Transp. Syst., 2024)

Emerging Properties in Unified Multimodal Pretraining. - Chaorui Deng; Deyao Zhu; Kunchang Li; Chenhui Gou; Feng Li; Zeyu Wang; Shu Zhong; Weihao Yu 007; Xiaonan Nie; Ziang Song; Shi Guang; Haoqi Fan 001 (CoRR, 2025)