Honghua Dong
7 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17)
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Grand Slam
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Methods
(2)
Resources & Methods
(2)
Application Areas
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
zero-shot learning
(1)
adversarial learning
(1)
prompt engineering
(1)
adversarial training
(1)
minimax optimization
(1)
ai safety
(1)
hierarchical reinforcement learning
(1)
message passing
(1)
continuous action space
(1)
autonomous agent
(1)
language model agent
(1)
tool use
(1)
multi-task adaptation
(1)
continuous action
(1)
logic reasoning
(1)
long-range interaction
(1)
robust policy
(1)
deep deterministic policy gradient
(1)
logic programming
(1)
multi-agent reinforcement learning
(1)
Papers
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts
ACL 2025
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories
ICML 2025
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
ICLR 2024
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
NeurIPS 2023
Neural Logic Machines
ICLR 2019
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient
AAAI 2019
Universal Agent for Disentangling Environments and Tasks
ICLR 2018