Jiuzhou Han
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer ποΈ Keyword Collector (50)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(4)
Natural Language Processing
(3)
Learning Types
(3)
Generation
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Methods
(1)
Keywords
large language model
(3)
language model
(2)
knowledge graph
(2)
uncertainty quantification
(1)
data augmentation
(1)
question answering
(1)
self-supervised learning
(1)
confidence calibration
(1)
graph generation
(1)
policy learning
(1)
majority vote
(1)
tool use
(1)
prompt engineering
(1)
autonomous agent
(1)
mathematical reasoning
(1)
world model
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
task planning
(1)
hierarchical planning
(1)
Papers
Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning
AAAI 2026
Agent S: An Open Agentic Framework that Uses Computers Like a Human
ICLR 2025
VerifiAgent: a Unified Verification Agent in Language Model Reasoning
EMNLP 2025
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
ACL 2024
Reward Engineering for Generating Semi-structured Explanation
EACL 2024
Towards Uncertainty-Aware Language Agent
ACL 2024
POSQA: Probe the World Models of LLMs with Size Comparisons
EMNLP 2023
Self-supervised Graph Masking Pre-training for Graph-to-Text Generation
EMNLP 2022