Zhenyu Bi
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
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Prolific Year · Productive
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types
(4)
Applications
(3)
Resources & Methods
(3)
Deep Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Methods
(1)
Research
(1)
Keywords
large language model
(5)
multi-agent system
(5)
knowledge distillation
(2)
question answering
(1)
language model reasoning
(1)
prompt engineering
(1)
named entity recognition
(1)
multimodal learning
(1)
time series generation
(1)
probability estimation
(1)
elo rating
(1)
distribution shift
(1)
diffusion model
(1)
benchmark dataset
(1)
language model
(1)
hallucination reduction
(1)
constrained decoding
(1)
multi-agent debate
(1)
multi-hop question answering
(1)
reasoning evaluation
(1)
Papers
JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation
AAAI 2026
CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction
ACL 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning
EMNLP 2025
OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning
IJCNLP 2025
Population Aware Diffusion for Time Series Generation
AAAI 2025
SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System
IJCNLP 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
NAACL 2025
AI for Science in the Era of Large Language Models
EMNLP 2024