Eric Hanchen Jiang
6 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
⭐
Rising Star
(6)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(2)
Machine Learning
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
safety alignment
(2)
large language model
(2)
multi-agent system
(2)
communication topology
(2)
pac-bayes theory
(1)
bradley-terry model
(1)
regret bound
(1)
reward hacking
(1)
energy-based model
(1)
task distribution
(1)
lifelong reinforcement learning
(1)
parameter aggregation
(1)
gradient-free optimization
(1)
inference-time intervention
(1)
graph diffusion model
(1)
false refusal
(1)
multi-objective reward
(1)
divide-and-conquer reasoning
(1)
workflow synthesis
(1)
entropy-guided reward
(1)
Papers
DAWN: Distributed LLM Multi-Agent Workflow Synthesis
AAAI 2026
Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
ACL 2026
ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models
AAAI 2026
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
ACL 2026
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
AISTATS 2025