| 2022 | WWW | MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks. | Yun He, Xue Feng, Cheng Cheng, Geng Ji, Yunsong Guo, James Caverlee |
| 2021 | KDD | Balancing Consistency and Disparity in Network Alignment. | Si Zhang, Hanghang Tong, Long Jin, Yinglong Xia, Yunsong Guo |
| 2020 | WWW | Natural Language Annotations for Search Engine Optimization. | Porter Jenkins, Jennifer Zhao, Heath Vinicombe, Anant Subramanian, Arun Prasad, Atillia Dobi, Eileen Li, Yunsong Guo |
| 2009 | IJCAI | Learning Optimal Subsets with Implicit User Preferences. | Yunsong Guo, Carla P. Gomes |
| 2009 | IJCAI | Ranking Structured Documents: A Large Margin Based Approach for Patent Prior Art Search. | Yunsong Guo, Carla P. Gomes |
| 2007 | ICML | Comparisons of sequence labeling algorithms and extensions. | Nam Nguyen, Yunsong Guo |
| 2007 | ICTAI | ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming. | Yunsong Guo, Bart Selman |
| 2005 | ICTAI | Using a Lagrangian Heuristic for a Combinatorial Auction Problem. | Yunsong Guo, Andrew Lim, Brian Rodrigues, Jiqing Tang |
| 2004 | ISAIM | Heuristics for a Brokering Set Packing Problem. | Yunsong Guo, Andrew Lim, Brian Rodrigues, Yi Zhu |
| 2003 | ICTAI | Transportation Bid Analysis Optimization with Shipper Input. | Yunsong Guo, Andrew Lim, Brian Rodrigues |