Weizhou Shen
15 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
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Topic Evolution
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Renaissance Researcher
(5)
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(87)
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(13)
Deep Learning
(11)
Machine Learning
(8)
Natural Language Processing
(7)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Architectures
(4)
Applications
(3)
Optimization & Theory
(3)
Application Areas
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Keywords
large language model
(3)
reinforcement learning
(3)
dialogue system
(2)
response generation
(2)
tool use
(2)
task planning
(2)
matrix factorization
(1)
bayesian inference
(1)
benchmark evaluation
(1)
knowledge distillation
(1)
collaborative filtering
(1)
named entity recognition
(1)
text generation
(1)
syntactic parsing
(1)
variational inference
(1)
emotion recognition
(1)
multimodal learning
(1)
curriculum learning
(1)
video understanding
(1)
dependency parsing
(1)
Papers
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
ACL 2026
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
ACL 2026
Mutual-Taught for Co-adapting Policy and Reward Models
ACL 2025
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
NeurIPS 2024
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
EMNLP 2024
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
ACL 2024
Joint Generator-Ranker Learning for Natural Language Generation
ACL 2023
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
EMNLP 2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
ACL 2023
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System
EMNLP 2023
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
AAAI 2021
Directed Acyclic Graph Network for Conversational Emotion Recognition
ACL 2021
Constituency Lattice Encoding for Aspect Term Extraction
COLING 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis
ACL 2020
Bayesian Deep Collaborative Matrix Factorization
AAAI 2019