Da Ma

7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)

Conferences

ACL (2) ICML (2) AAAI (1) IJCNLP (1) MIDL (1)

Top co-authors

Kai Yu (6) Lu Chen (6) Hanqi Li (4) Su Zhu (3) Ruisheng Cao (3) Mengyue Wu (2) Hongshen Xu (2) Zhi Chen (2) Liangtai Sun (2) Marinko V. Sarunic (1)

Keywords

large language model (2) neural network pruning (1) benchmark evaluation (1) question answering (1) training optimization (1) scientific reasoning (1) bloom taxonomy (1) cascaded network (1) optical coherence tomography (1) retinal layer segmentation (1) model compression (1) fluid segmentation (1)

Papers

Reducing Tool Hallucination via Reliability Alignment ICML 2025

Sparsity-Accelerated Training for Large Language Models ACL 2024

SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024

Evolving Subnetwork Training for Large Language Models ICML 2024

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ACL 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL IJCNLP 2021

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map MIDL 2020