Jiazhou Liang

According to our database, Jiazhou Liang authored at least 10 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Goal-Oriented Reasoning for RAG-based Memory in Conversational Agentic LLM Systems.

Jiazhou Liang, Armin Toroghi, Yifan Simon Liu, Faeze Moradi Kalarde, Liam Gallagher, Scott Sanner

CoRR, May, 2026

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

CoRR, April, 2026

Evaluating Scene-based In-Situ Item Labeling for Immersive Conversational Recommendation.

Jiazhou Liang, Yifan Simon Liu, David Guo, Minqi Sun, Yilun Jiang, Scott Sanner

CoRR, April, 2026

Semantic XPath: Structured Agentic Memory Access for Conversational AI.

Yifan Simon Liu, Ruifan Wu, Liam Gallagher, Jiazhou Liang, Armin Toroghi, Scott Sanner

CoRR, March, 2026

VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion.

David Guo, Minqi Sun, Yilun Jiang, Jiazhou Liang, Scott Sanner

Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization, 2026

Near-optimal Linear Predictive Clustering in Non-separable Spaces via MIP and QPBO Reductions.

Jiazhou Liang, Hassan Khurram, Scott Sanner

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Near-optimal Linear Predictive Clustering in Non-separable Spaces via Mixed Integer Programming and Quadratic Pseudo-Boolean Reductions.

Jiazhou Liang, Hassan Khurram, Scott Sanner

CoRR, November, 2025

Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments.

Yifan Liu, Qianfeng Wen, Jiazhou Liang, Mark Zhao, Justin Cui, Anton Korikov, Armin Toroghi, Junyoung Kim, Scott Sanner

CoRR, October, 2025

Data and Code Release for "Mapping Social Change: A Unified Framework for Temporal Clustering".

Jiazhou Liang, Jolomi Tosanwumi, Ethan Fosse, Daniel Silver, Scott Sanner

Dataset, August, 2025

MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval.

Yifan Liu, Qianfeng Wen, Mark Zhao, Jiazhou Liang, Scott Sanner

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025