AntVis: A web-based visual analytics tool for exploring ant movement data. - Tianxiao Hu; Hao Zheng 006; Chen Liang; Sirou Zhu; Natalie Imirzian; Yizhe Zhang 001; Chaoli Wang 001; David P. Hughes; Danny Z. Chen (Vis. Informatics, 2020)

Knowledge Graph Completion with Text-aided Regularization. - Tong Chen; Sirou Zhu; Yiming Wen; Zhaomin Zheng (CoRR, 2021)

SALIENCE: An Unsupervised User Adaptation Model for Multiple Wearable Sensors Based Human Activity Recognition. - Ling Chen 001; Yi Zhang; Shenghuan Miao; Sirou Zhu; Rong Hu; Liangying Peng; Mingqi Lv (IEEE Trans. Mob. Comput., 2023)

LiGNN: Graph Neural Networks at LinkedIn. - Fedor Borisyuk; Shihai He; Yunbo Ouyang; Morteza Ramezani; Peng Du; Xiaochen Hou; Chengming Jiang; Nitin Pasumarthy; Priya Bannur; Birjodh Tiwana; Ping Liu 002; Siddharth Dangi; et al. (KDD, 2024)

LiRank: Industrial Large Scale Ranking Models at LinkedIn. - Fedor Borisyuk; Mingzhou Zhou; Qingquan Song; Siyu Zhu; Birjodh Tiwana; Ganesh Parameswaran; Siddharth Dangi; Lars Hertel; Qiang Charles Xiao; Xiaochen Hou; Yunbo Ouyang; Aman Gupta; et al. (KDD, 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)

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)