Da Ma

6 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

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

Top co-authors

Kai Yu (5) Lu Chen (5) Su Zhu (3) Hanqi Li (3) Liangtai Sun (2) Hongshen Xu (2) Ruisheng Cao (2) Marinko V. Sarunic (1) Sieun Lee (1) Baocai Chen (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Natural Language Processing (2) Resources & Methods (2) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Optimization & Theory (1)

Keywords

large language model (3) neural network pruning (1) benchmark evaluation (1) question answering (1) training optimization (1) scientific reasoning (1) bloom taxonomy (1) external tool (1) cascaded network (1) optical coherence tomography (1) retinal layer segmentation (1) fluid segmentation (1) subnetwork training (1) tool hallucination (1) evolving subnetworks (1) flops saving (1) gpt2 (1) tinyllama (1) llms (1) reliability alignment (1)

Papers

Reducing Tool Hallucination via Reliability Alignment ICML 2025 Evolving Subnetwork Training for Large Language Models ICML 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ACL 2021 Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map MIDL 2020