| 2026 | AAAI | Near-optimal Linear Predictive Clustering in Non-separable Spaces via MIP and QPBO Reductions. | Jiazhou Liang, Hassan Khurram, Scott Sanner |
| 2026 | ACL | Bayesian Active Learning with Gaussian Processes Guided by LLM Relevance Scoring for Dense Passage Retrieval. | Junyoung Kim, Anton Korikov, Jiazhou Liang, Justin Cui, Yifan Simon Liu, Qianfeng Wen, Mark Zhao, Scott Sanner |
| 2026 | ACL | Evaluating Scene-based In-Situ Item Labeling for Immersive Conversational Recommendation. | Jiazhou Liang, Yifan Simon Liu, David Guo, Yilun Jiang, Minqi Sun, Scott Sanner |
| 2026 | ACL | Semantic XPath: Structured Agentic Memory Access for Conversational AI. | Yifan Simon Liu, Ruifan Wu, Liam Gallagher, Jiazhou Liang, Armin Toroghi, Scott Sanner |
| 2026 | ACL | Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments. | Yifan Simon Liu, Qianfeng Wen, Jiazhou Liang, Mark Zhao, Justin Cui, Anton Korikov, Armin Toroghi, Junyoung Kim, Scott Sanner |
| 2025 | EMNLP | MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval. | Yifan Liu, Qianfeng Wen, Mark Zhao, Jiazhou Liang, Scott Sanner |