Jiale Han
15 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(13)
🧬
Topic Evolution
🌈
Renaissance Researcher
(6)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
(66)
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Applications
(8)
Core AI
(7)
Deep Learning
(5)
Core Methods
(4)
Application Areas
(3)
Architectures
(3)
Learning Types
(3)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Keywords
knowledge graph
(4)
multi-hop reasoning
(4)
hypergraph convolutional network
(3)
knowledge base question answering
(3)
question answering
(2)
large language model
(2)
graph neural network
(2)
contrastive learning
(2)
graph convolutional network
(2)
domain adaptation
(1)
visual reasoning
(1)
multimodal learning
(1)
prompt learning
(1)
variance reduction
(1)
few-shot learning
(1)
continual learning
(1)
relation extraction
(1)
policy evaluation
(1)
relation prediction
(1)
temporal difference
(1)
Papers
Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate
AAAI 2026
Variance Reduction via Resampling and Experience Replay
AAAI 2026
Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval
ACL 2025
DLP: Dynamic Layerwise Pruning in Large Language Models
ICML 2025
Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning
COLING 2025
VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering
COLING 2025
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
NAACL 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors
COLING 2024
Generative Prompt Tuning for Relation Classification
EMNLP 2022
Exploring Task Difficulty for Few-Shot Relation Extraction
EMNLP 2021
HGMAN: Multi-Hop and Multi-Answer Question Answering Based on Heterogeneous Knowledge Graph (Student Abstract)
AAAI 2020
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract)
AAAI 2020
Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph
COLING 2020
Open Domain Question Answering based on Text Enhanced Knowledge Graph with Hyperedge Infusion
EMNLP 2020
Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA
IJCAI 2020