Mingyu Derek Ma
18 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π£ Hot Topic Early Bird
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Taxonomy Completionist
(48)
π
Interdisciplinary Bridge
π
Conference Polyglot
(8)
π§¬
Topic Evolution
π
Grand Slam
π₯
Mega-Team
(21)
ποΈ
Keyword Collector
(87)
β‘
Prolific Year
(5)
π
Century Club
(17)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
ACL (5)
AAAI (4)
EMNLP (3)
NAACL (2)
ICLR (1)
ICML (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
low-resource learning
(3)
relation extraction
(3)
named entity recognition
(2)
contrastive learning
(2)
information extraction
(2)
knowledge graph
(2)
indirect supervision
(2)
event extraction
(2)
visual reasoning
(1)
text summarization
(1)
multimodal learning
(1)
natural language inference
(1)
few-shot learning
(1)
preference optimization
(1)
information retrieval
(1)
visual question answering
(1)
dialogue state tracking
(1)
semantic matching
(1)
social network analysis
(1)
Papers
iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification
AAAI 2026
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
ICML 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
ACL 2025
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
AAAI 2025
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
NAACL 2025
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
NIPS 2024
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
AAAI 2024
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
AAAI 2024
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
EMNLP 2024
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
INTERSPEECH 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
ACL 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
ACL 2023
DICE: Data-Efficient Clinical Event Extraction with Generative Models
ACL 2023
Summarization as Indirect Supervision for Relation Extraction
EMNLP 2022
EventPlus: A Temporal Event Understanding Pipeline
NAACL 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
EMNLP 2021
Implicit Discourse Relation Identification for Open-domain Dialogues
ACL 2019