3 papers
cs.SE2026
Impacts of Histories and Models on LLM Grading: A Study in Advanced Software Engineering Courses
Qilin Zhou, Zhuo Wang, Yue Li +1
Graduate-level research reading report assessment creates a substantial labor burden for educators. While large language models (LLMs) hold great potential for automating academic…
cs.CL2026
SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs
Xinrui Song, Zhuoran Wang, Mingju Gao +1
Diffusion language models (DLMs) generate text through iterative denoising, and blockwise decoding improves their practicality by committing tokens in local blocks. However, existi…
cs.CV2025
HateClipSeg: A Segment-Level Annotated Dataset for Fine-Grained Hate Video Detection
Han Wang, Zhuoran Wang, Roy Ka-Wei Lee
Detecting hate speech in videos remains challenging due to the complexity of multimodal content and the lack of fine-grained annotations in existing datasets. We present HateClipSe…