| 2025 | IJCNN | Crowd-Aware Robot Navigation for Scenario Generalization via Deep Reinforcement Learning and Knowledge Distillation. | Chuanbao Zhou, Shiying Sun, Xingyuan Gao, Chenyu Zhang, Kuan Liu, Xiaoguang Zhao, Min Tan |
| 2025 | OSDI | Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling. | David Domingo, Hugo Barbalho, Marco Molinaro, Kuan Liu, Abhisek Pan, David Dion, Thomas Moscibroda, Sudarsun Kannan, Ishai Menache |
| 2025 | SMC | A Hybrid Learning and Optimization Framework for Reactive Whole-Body Motion Planning of Mobile Manipulators. | Chenyu Zhang, Shiying Sun, Kuan Liu, Chuanbao Zhou, Xiaoguang Zhao, Min Tan, Yanlong Huang |
| 2025 | SIGIR | Enhancing Cross-Domain Recommendation with Plug-In Contrastive Representations from Large Language Models. | Ke Wang, Ji Zhang, Kuan Liu |
| 2024 | ICASSP | Rethinking Normals: Direction Guided Point Cloud Recognition. | Kuan Liu, Yanmin Zhu, Zhaobo Wang, Ke Wang, Gang Zhou |
| 2024 | ICASSP | Axis Order Invariance Learned from Point Clouds. | Kuan Liu, Yanmin Zhu, Zhaobo Wang, Ke Wang, Gang Zhou |
| 2022 | DASFAA | Inter- and Intra-Domain Relation-Aware Heterogeneous Graph Convolutional Networks for Cross-Domain Recommendation. | Ke Wang, Yanmin Zhu, Haobing Liu, Tianzi Zang, Chunyang Wang, Kuan Liu |
| 2018 | AAAI | A Batch Learning Framework for Scalable Personalized Ranking. | Kuan Liu, Prem Natarajan |
| 2017 | ICDM | Sequential Heterogeneous Attribute Embedding for Item Recommendation. | Kuan Liu, Xing Shi, Prem Natarajan |
| 2017 | RecSys | WMRB: Learning to Rank in a Scalable Batch Training Approach. | Kuan Liu, Prem Natarajan |
| 2016 | ICASSP | A comparison between deep neural nets and kernel acoustic models for speech recognition. | Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurlien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha |
| 2016 | RecSys | Temporal learning and sequence modeling for a job recommender system. | Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan |
| 2015 | AISTATS | Similarity Learning for High-Dimensional Sparse Data. | Kuan Liu, Aurlien Bellet, Fei Sha |