Yuexian Hou
32 papers · 2008–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (73) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Evolution
🤝
Dynamic Duo
(17)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🌈
Renaissance Researcher
(7)
🗃️
Keyword Collector
(137)
Top co-authors
Research topics
Machine Learning
(15)
Artificial Intelligence
(14)
Natural Language Processing
(14)
Core AI
(13)
Deep Learning
(11)
Core Methods
(7)
Generation
(7)
Learning Types · Machine Learning
(7)
Applications
(6)
Learning Types · Deep Learning
(6)
Architectures
(5)
Knowledge & Reasoning
(4)
Application Areas
(4)
Optimization & Theory · Machine Learning
(4)
Optimization & Theory · Deep Learning
(3)
Keywords
large language model
(6)
knowledge graph
(5)
dialogue generation
(4)
reinforcement learning
(3)
explicit bia
(2)
dynamic personality
(2)
target-oriented dialogue
(2)
dialogue system
(2)
global planning
(2)
ensemble learning
(2)
representation learning
(2)
neural network
(2)
sentiment analysis
(2)
text classification
(2)
attention mechanism
(2)
implicit bia
(2)
contrastive learning
(2)
emotion recognition
(2)
conversational recommendation
(2)
semi-supervised learning
(1)
Papers
QueryAligner: Customizing User Query to Match LLMs Preferences for Better Intent Recognition
AAAI 2026
REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation
ACL 2026
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback
ACL 2025
Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma
ACL 2025
ECC: Synergizing Emotion, Cause and Commonsense for Empathetic Dialogue Generation
COLING 2025
Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection
ACL 2025
RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems
COLING 2025
A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation
COLING 2024
Emotion Recognition in Conversation via Dynamic Personality
COLING 2024
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification
COLING 2024
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space
EMNLP 2024
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension
ACL 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona
ACL 2023
Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph
ACL 2023
Mining Effective Features Using Quantum Entropy for Humor Recognition
EACL 2023
MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns
ACL 2023
Aligning Recommendation and Conversation via Dual Imitation
EMNLP 2022
CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling
COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph
COLING 2022
A Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract)
AAAI 2021
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs
EMNLP 2021
MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract)
AAAI 2021
Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior
AAAI 2020
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract)
AAAI 2020
A Tensorized Transformer for Language Modeling
NeurIPS 2019
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis
COLING 2018
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method
IJCAI 2018
Modeling Quantum Entanglements in Quantum Language Models
IJCAI 2015
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification
EMNLP 2015
A Global Constrained Optimization Method for Designing Road Networks with Small Diameters
IJCAI 2013
Event-Based Hyperspace Analogue to Language for Query Expansion
ACL 2010
A Novel Feature-based Approach to Chinese Entity Relation Extraction
ACL 2008