From the 2 of 107 linked papers with an AI index.
6 citations · 15 across the 34 of their papers we have counts for
7 papers · 1 filter
MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models
Tsz Hei Fan, Choi Wing Fung, Yuxuan Wan +2
MAGIC is a system that uses large language models to automatically generate multi‑scene 3D game worlds with consistent portals and navigable interiors, evaluating transitions to en…
Signal Reshaping for GRPO in Weak-Feedback Agentic Code Repair
Jia Li, Yuxin Su, Ting Peng +3
Code-agent RL often receives weak feedback: rollout-time signals are reliable and executable, but capture only necessary or surface conditions for task success rather than the targ…
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
Yuxuan Wan, Tianqing Fang, Zaitang Li +5
Recent advances in Deep Research Agents (DRAs) are transforming automated knowledge discovery and problem-solving. While the majority of existing efforts focus on enhancing policy…
CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning
Man Ho Lam, Chaozheng Wang, Jen-tse Huang +1
Large Language Models (LLMs) have recently demonstrated strong capabilities in code-related tasks, but their robustness in code reasoning under perturbations remains underexplored.…
90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development
Runxin Yang, Yuxuan Wan, Shuqing Li +1
Developing 3D games requires specialized expertise across multiple domains, including programming, 3D modeling, and engine configuration, which limits access to millions of potenti…
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
Jen-tse Huang, Jiaxu Zhou, Tailin Jin +6
Large language model-based multi-agent systems have shown great abilities across various tasks due to the collaboration of expert agents, each focusing on a specific domain. Howeve…