Indirect Gaussian Graph Learning Beyond Gaussianity. - Yiyuan She; Shao Tang; Qiaoya Zhang (IEEE Trans. Netw. Sci. Eng., 2020)

On Generalization and Computation of Tukey's Depth: Part I. - Yiyuan She; Shao Tang; Jingze Liu (J. Data Sci. Stat. Vis., 2022)

On Generalization and Computation of Tukey's Depth: Part II. - Yiyuan She; Shao Tang; Jingze Liu (J. Data Sci. Stat. Vis., 2022)

Liger Kernel: Efficient Triton Kernels for LLM Training. - Pin-Lun Hsu; Yun Dai; Vignesh Kothapalli; Qingquan Song; Shao Tang; Siyu Zhu; Steven Shimizu; Shivam Sahni; Haowen Ning; Yanning Chen (CoRR, 2024)

Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems. - Kayhan Behdin; Yun Dai; Gregory Dexter; Aman Gupta; Rahul Mazumder; Ankan Saha; Qingquan Song; Shao Tang; Sirou Zhu; Pin-Lun Hsu (WWW (Companion Volume), 2025)

AlphaPO - Reward shape matters for LLM alignment. - Aman Gupta; Shao Tang; Qingquan Song; Sirou Zhu; Jiwoo Hong; Ankan Saha; Viral Gupta; Noah Lee; Eunki Kim; Jason Zhu; Natesh Pillai; S. Sathiya Keerthi (CoRR, 2025)

From Features to Transformers: Redefining Ranking for Scalable Impact. - Fedor Borisyuk; Lars Hertel; Ganesh Parameswaran; Gaurav Srivastava 001; Sudarshan Srinivasa Ramanujam; Borja Ocejo; Peng Du; Andrei Akterskii; Neil Daftary; Shao Tang; Daqi Sun; Qiang Charles Xiao; et al. (CoRR, 2025)

LLM Query Scheduling with Prefix Reuse and Latency Constraints. - Gregory Dexter; Shao Tang; Ata Fatahi Baarzi; Qingquan Song; Tejas Dharamsi; Aman Gupta (CoRR, 2025)

Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications. - Kayhan Behdin; Yun Dai; Ata Fatahi Baarzi; Aman Gupta; Qingquan Song; Shao Tang; Hejian Sang; Gregory Dexter; Sirou Zhu; Siyu Zhu; Tejas Dharamsi; Maziar Sanjabi; et al. (CoRR, 2025)

On the Robustness of Reward Models for Language Model Alignment. - Jiwoo Hong; Noah Lee; Eunki Kim; Guijin Son; Woojin Chung; Aman Gupta; Shao Tang; James Thorne (CoRR, 2025)

LiDDA: Data Driven Attribution at LinkedIn. - John Bencina; Erkut Aykutlug; Yue Chen; Zerui Zhang; Stephanie Sorenson; Shao Tang; Changshuai Wei (CoRR, 2025)