Mingzhe Li
20 papers · 2020–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (9) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (40)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(9)
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
β‘
Prolific Year
(5)
π
Century Club
(17)
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(87)
Conferences
ACL (8)
AAAI (3)
EMNLP (3)
ECCV (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
abstractive summarization
(3)
large language model
(3)
data augmentation
(2)
graph neural network
(2)
latent space
(2)
adversarial learning
(2)
representation learning
(2)
text summarization
(2)
related work generation
(2)
scientific paper
(2)
contrastive learning
(2)
attention mechanism
(2)
text generation
(2)
knowledge distillation
(1)
link prediction
(1)
self-supervised learning
(1)
reinforcement learning
(1)
transformer architecture
(1)
model robustness
(1)
response generation
(1)
Papers
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
ACL 2026
When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection
ACL 2026
ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models
AAAI 2026
Demonstration Selection for In-Context Learning via Reinforcement Learning
ICML 2025
Flipping Knowledge Distillation: Leveraging Small Modelsβ Expertise to Enhance LLMs in Text Matching
ACL 2025
Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation
ACL 2025
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
EMNLP 2025
Multi-scale Context-Aware Networks Based on Fragment Association for Human Activity Recognition
IJCAI 2024
Learning towards Selective Data Augmentation for Dialogue Generation
AAAI 2023
Improving the Robustness of Summarization Systems with Dual Augmentation
ACL 2023
Dialogue Summarization with Static-Dynamic Structure Fusion Graph
ACL 2023
Towards Improving Faithfulness in Abstractive Summarization
NIPS 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
ACL 2022
Pairwise Contrastive Learning Network for Action Quality Assessment
ECCV 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs
EMNLP 2022
Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding
NAACL 2022
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement
AAAI 2021
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
ACL 2021
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
IJCNLP 2021
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
EMNLP 2020