Ben Niu
7 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Reinforcement Learning
(3)
Core AI
(3)
Methods
(3)
Learning Types
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
dialogue policy
(3)
task-oriented dialogue
(3)
deep reinforcement learning
(2)
policy optimization
(1)
curriculum learning
(1)
data augmentation
(1)
privacy preservation
(1)
policy learning
(1)
feature disentanglement
(1)
binary analysis
(1)
exploration exploitation
(1)
fault diagnosis
(1)
generative adversarial network
(1)
evolutionary algorithm
(1)
utility tradeoff
(1)
cross-domain generation
(1)
reverse debugging
(1)
hardware tracing
(1)
error correction
(1)
memory dump
(1)
Papers
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
ACL 2025
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
EMNLP 2025
StarGAN-Aug: A Cross-domain Fault Audio Generation Method for High-performance Fault Diagnosis of Power Transformers
Interspeech 2025
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
EMNLP 2024
Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation
WACV 2023
Single Image Super-Resolution via a Holistic Attention Network
ECCV 2020
REPT: Reverse Debugging of Failures in Deployed Software
OSDI 2018