3 papers
cs.CL2026
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
Yuxin Chen, Chumeng Liang, Hangke Sui +4
Continuous diffusion has been the foundation of high-fidelity, controllable, and few-step generation of many data modalities such as images. However, in language modeling, prior co…
cs.LG2025
Debugging Tabular Log as Dynamic Graphs
Chumeng Liang, Zhanyang Jin, Zahaib Akhtar +3
Tabular log abstracts objects and events in the real-world system and reports their updates to reflect the change of the system, where one can detect real-world inconsistencies eff…
cs.CL2025
DiagramEval: Evaluating LLM-Generated Diagrams via Graphs
Chumeng Liang, Jiaxuan You
Diagrams play a central role in research papers for conveying ideas, yet they are often notoriously complex and labor-intensive to create. Although diagrams are presented as images…