Junan Hu

Shandong University, The Hong Kong University of Science and Technology

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Tool Use & Agents (2)Computer Vision (1)RLHF & Preference Learning (1)Natural Language Processing (1)

Frequent co-authors

Jian Liu (1)Jingxiang Lai (1)Jin-Shei Lai (1)Jiarui Hu (1)

Papers (2)

Apr 30, 2026

3w ago·also HKUST, SJTU, The Hong Kong University

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants

Forget tedious, brittle automation scripts: RL-powered GUI agents are showing signs of "System 2" reasoning without explicit supervision, hinting at a future of truly intelligent digital inhabitants.

Junan Hu, Jian Liu, Jingxiang Lai +7

Computer Vision RLHF & Preference Learning Tool Use & Agents

Apr 7, 2026

Apr 7, 2026·also HKUST

Context-Agent: Dynamic Discourse Trees for Non-Linear Dialogue

LLMs can handle complex, multi-turn conversations far more effectively by ditching the flat context window for a dynamic discourse tree.

Junan Hu, Shudan Guo, Wenqi Liu +2

Natural Language Processing Reasoning & Chain-of-Thought Tool Use & Agents

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Junan Hu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)