Min Peng
24 papers · 2018–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (12)
π
Academic Marathon
(7)
πΊοΈ
Taxonomy Completionist
(57)
π
Renaissance Researcher
(8)
π₯
Mega-Team
(34)
π§¬
Topic Evolution
π
Century Club
(21)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(113)
β‘
Prolific Year
(9)
Conferences
ACL (6)
COLING (5)
EMNLP (4)
AAAI (3)
NAACL (2)
NIPS (2)
IJCAI (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(10)
contrastive learning
(3)
instruction tuning
(3)
temporal knowledge graph
(3)
graph neural network
(2)
text generation
(2)
text classification
(2)
video question answering
(2)
knowledge graph completion
(2)
entity extraction
(2)
knowledge graph
(2)
in-context learning
(2)
question answering
(2)
named entity recognition
(2)
information extraction
(1)
temporal reasoning
(1)
domain adaptation
(1)
natural language inference
(1)
risk management
(1)
link prediction
(1)
Papers
LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning
AAAI 2026
TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice
ACL 2026
HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models
AAAI 2026
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion
COLING 2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations
COLING 2025
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels
COLING 2025
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis
COLING 2025
CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning
COLING 2025
Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection
EMNLP 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling
EMNLP 2025
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models
EMNLP 2025
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
NAACL 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
ACL 2024
FinBen: A Holistic Financial Benchmark for Large Language Models
NIPS 2024
Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer
AAAI 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
ACL 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
NIPS 2023
Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering
IJCAI 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
EMNLP 2022
Inductive Topic Variational Graph Auto-Encoder for Text Classification
NAACL 2021
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
IJCNLP 2021
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
ACL 2021
Neural Sparse Topical Coding
ACL 2018