Jian Huang

Papers on Lattice

Total citations

Topics

h-index

Research focus

Recommendation & Information Retrieval (1)RLHF & Preference Learning (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)World Models & Planning (1)

Frequent co-authors

Yanning Hou (2)Sihang Zhou (2)Xiaoshu Chen (2)Duanyang Yuan (2)Hao Chen (1)Xirui Liu (1)Lingyuan Meng (1)Quan Liu (1)

Papers (2)

Jul 30, 2026

Yanning Hou +8Jul 30, 2026

Harness-G: A Graph-Structured Harness for Search Agents

Retrieval-equivalence collapse undermines the effectiveness of RL search agents, but Harness-G's innovative framework dramatically enhances query generation and retrieval performance.

Yanning Hou, Hao Chen, Sihang Zhou +6

Recommendation & Information Retrieval RLHF & Preference Learning

Apr 23, 2026

Duanyang Yuan +9Apr 23, 2026

Decoupled Travel Planning with Behavior Forest

LLMs can plan complex trips far more effectively when their reasoning is structured as a "forest" of parallel behavior trees, each handling a subtask and coordinated globally.

Duanyang Yuan, Sihang Zhou, Yanning Hou +7

Reasoning & Chain-of-Thought Tool Use & Agents World Models & Planning