Mian Zhang
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Machine Learning
(4)
Learning Types
(4)
Generation
(3)
Applications · Natural Language Processing
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
llm agent
(2)
benchmark evaluation
(2)
language model
(2)
hyperparameter optimization
(1)
inductive reasoning
(1)
semantic role labeling
(1)
language modeling
(1)
time series forecasting
(1)
bayesian optimization
(1)
rule learning
(1)
hyperparameter tuning
(1)
multivariate time series
(1)
code synthesis
(1)
retrieval-augmented generation
(1)
abductive reasoning
(1)
time series prediction
(1)
dialogue system
(1)
hypothesis generation
(1)
uncertainty quantification
(1)
reinforcement learning
(1)
Papers
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
NAACL 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction
ACL 2025
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research
EMNLP 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
EMNLP 2025
Inconsistent dialogue responses and how to recover from them
EACL 2024
Friend-training: Learning from Models of Different but Related Tasks
EACL 2023
SafeConv: Explaining and Correcting Conversational Unsafe Behavior
ACL 2023
Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders
ACML 2019