Ben Niu
6 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (7) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
ECCV (1)
OSDI (1)
WACV (1)
Top co-authors
Keywords
dialogue policy
(3)
task-oriented dialogue
(3)
deep reinforcement learning
(2)
policy optimization
(1)
curriculum learning
(1)
privacy preservation
(1)
policy learning
(1)
feature disentanglement
(1)
binary analysis
(1)
exploration exploitation
(1)
evolutionary algorithm
(1)
utility tradeoff
(1)
reverse debugging
(1)
hardware tracing
(1)
error correction
(1)
memory dump
(1)
exploration-exploitation balance
(1)
attribute correlation
(1)
large language model
(1)
subgoal decomposition
(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
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