Yang Deng

Affiliation:

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Recommendation & Information Retrieval (1)World Models & Planning (1)

Frequent co-authors

Jin-Cheng Zhang (1)Chen Huang (1)Wenqiang Lei (1)See-Kiong Ng (1)

Papers (1)

Sep 1, 2026

Affiliation:Sep 1, 2026

Towards Effective Structured Context Modeling for Conversational Recommender Systems via Dual-node Monte Carlo Tree Search

DREAMS redefines user preference tracking in conversational recommenders, achieving superior performance through a novel dual-node structure that balances exploration and exploitation.

Jin-Cheng Zhang, Chen Huang, Wenqiang Lei +2

Natural Language Processing Recommendation & Information Retrieval World Models & Planning