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Jiayu Huang

3 accepted papers

2026

MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents

ICLR 2026poster

Building general-purpose graphical user interface (GUI) agents has become increasingly promising with the progress in vision language models. However, developing effective mobile GUI agents with reinforcement learning (RL) remains challenging due to the heavy-tailed distribution of task difficulty a…

Cited by 0SourcecodeScholar
2026

THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics

ICLR 2026poster

We present **THEMIS**, a novel multi-task benchmark designed to comprehensively evaluate Multimodal Large Language Models (MLLMs) on visual fraud reasoning within real-world academic scenarios. Compared to existing benchmarks, THEMIS introduces three major advancements. (1) **Real-world Scenarios &…

Cited by 0SourcecodeScholar
2025

SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space

ICASSP 2025accepted

Combining face-swapping with lip synchronization offers a cost-effective solution for generating customized talking faces. However, directly cascading existing models can introduce significant interference and reduce video clarity due to limited interaction space in the low-level RGB domain. To solv…

Cited by 0SourceScholar