A decomposition based hybrid heuristic algorithm for the joint passenger and freight train scheduling problem. - Liang Liu 017; Maged M. Dessouky (Comput. Oper. Res., 2017)

Stochastic passenger train timetabling using a branch and bound approach. - Liang Liu 017; Maged M. Dessouky (Comput. Ind. Eng., 2019)

Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation. - Qingyun Liu 003; Zhe Zhao 001; Liang Liu 017; Zhen Zhang; Junjie Shan; Yuening Li; Shuchao Bi; Lichan Hong; Ed H. Chi (CIKM, 2023)

Value of Exploration: Measurements, Findings and Algorithms. - Yi Su 008; Xiangyu Wang; Elaine Ya Le; Liang Liu 017; Yuening Li; Haokai Lu; Benjamin Lipshitz; Sriraj Badam; Lukasz Heldt; Shuchao Bi; Ed H. Chi; Cristos Goodrow; et al. (CoRR, 2023)

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views. - Yuji Roh; Qingyun Liu 003; Huan Gui; Zhe Yuan; Yujin Tang; Steven Euijong Whang; Liang Liu 017; Shuchao Bi; Lichan Hong; Ed H. Chi; Zhe Zhao 001 (ICML, 2024)

Multi-Task Neural Linear Bandit for Exploration in Recommender Systems. - Yi Su 008; Haokai Lu; Yuening Li; Liang Liu 017; Shuchao Bi; Ed H. Chi; Minmin Chen (KDD, 2024)

Short-form Video Needs Long-term Interests: An Industrial Solution for Serving Large User Sequence Models. - Yuening Li; Diego Uribe; Chuan He; Jiaxi Tang; Qingyun Liu 003; Junjie Shan; Ben Most; Kaushik Kalyan; Shuchao Bi; Xinyang Yi; Lichan Hong; Ed H. Chi; et al. (RecSys, 2024)

VideoRecSys + LargeRecSys 2024. - Khushhall Chandra Mahajan; Amey Porobo Dharwadker; Saurabh Gupta; Brad Schumitsch; Arnab Bhadury; Ding Tong; Ko-Jen Hsiao; Liang Liu 017 (RecSys, 2024)

Co-optimize Content Generation and Consumption in a Large Scale Video Recommendation System. - Zhen Zhang; Qingyun Liu 003; Yuening Li; Sourabh Bansod; Mingyan Gao; Yaping Zhang; Zhe Zhao 001; Lichan Hong; Ed H. Chi; Shuchao Bi; Liang Liu 017 (RecSys, 2024)

Long-Term Value of Exploration: Measurements, Findings and Algorithms. - Yi Su 008; Xiangyu Wang; Elaine Ya Le; Liang Liu 017; Yuening Li; Haokai Lu; Benjamin Lipshitz; Sriraj Badam; Lukasz Heldt; Shuchao Bi; Ed H. Chi; Cristos Goodrow; et al. (WSDM, 2024)

Wisdom of Committee: Distilling from Foundation Model to Specialized Application Model. - Zichang Liu; Qingyun Liu 003; Yuening Li; Liang Liu 017; Anshumali Shrivastava; Shuchao Bi; Lichan Hong; Ed H. Chi; Zhe Zhao 001 (CoRR, 2024)

Serendipitous Recommendation with Multimodal LLM. - Haoting Wang; Jianling Wang; Hao Li; Fangjun Yi; Mengyu Fu; Youwei Zhang; Yifan Liu; Liang Liu 017; Minmin Chen; Ed H. Chi; Lichan Hong; Haokai Lu (CoRR, 2025)