Zhengtao Yu
37 papers · 2019–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Conference Polyglot (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9)
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Cross-Pollinator
(9)
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Conference Polyglot
(11)
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Dynamic Duo
(16)
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Topic Evolution
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Keyword Champion
(2)
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Prolific Year
(9)
ποΈ
Keyword Collector
(192)
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The Questioner
(2)
π₯
Unstoppable
(5)
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Century Club
(31)
Conferences
AAAI (10)
EMNLP (10)
ACL (6)
COLING (2)
IJCNLP (2)
INTERSPEECH (2)
AACL (1)
ICCV (1)
IJCAI (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(7)
graph neural network
(5)
transfer learning
(4)
node classification
(3)
representation learning
(3)
knowledge graph completion
(3)
contrastive learning
(3)
speech language model
(2)
cross-lingual parsing
(2)
cross-lingual dependency parsing
(2)
speech synthesis
(2)
social bot detection
(2)
attention mechanism
(2)
speech representation
(2)
domain adaptation
(2)
low-resource language
(2)
dialogue history
(2)
dependency parsing
(2)
machine translation
(2)
mutual information
(2)
Papers
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
AAAI 2026
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
AAAI 2026
RPGen: Robust and Differentially Private Synthetic Image Generation
AAAI 2026
Activation-Guided Local Editing for Jailbreaking Attacks
ACL 2026
On the Emotion Understanding of Synthesized Speech
ACL 2026
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
AAAI 2026
Topology-Aware Gated Graph Neural Network for Social Bot Detection
IJCNLP 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection
AACL 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
AAAI 2025
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
ACL 2025
Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering
AAAI 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing
AAAI 2025
3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
EMNLP 2025
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
AAAI 2025
Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding
EMNLP 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression
EMNLP 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
EMNLP 2025
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
EMNLP 2025
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
NAACL 2025
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing
EMNLP 2024
Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
AAAI 2024
Hypergraph Neural Architecture Search
AAAI 2024
Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
ACL 2024
Does Large Language Model Contain Task-Specific Neurons?
EMNLP 2024
βIn-Dialogues We Learnβ: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
EMNLP 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
NIPS 2024
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR
INTERSPEECH 2024
DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network
INTERSPEECH 2024
Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition
ICCV 2023
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling
EMNLP 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints
ACL 2023
Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine Translation
COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts
COLING 2022
RΛ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning
EMNLP 2021
Semantic Relation-aware Difference Representation Learning for Change Captioning
ACL 2021
Semantic Relation-aware Difference Representation Learning for Change Captioning
IJCNLP 2021
Sharing Attention Weights for Fast Transformer
IJCAI 2019