Qiyuan Zhang
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(31)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(4)
Applications
(4)
Learning Types
(3)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Keywords
large language model
(2)
offline reinforcement learning
(1)
downstream task
(1)
question answering
(1)
chain-of-thought reasoning
(1)
model evaluation
(1)
llm evaluation
(1)
saliency map
(1)
crowd sourcing
(1)
value estimation
(1)
pairwise comparison
(1)
reward model
(1)
pre-trained model
(1)
scaling law
(1)
natural language generation
(1)
supervised fine-tuning
(1)
instruction fine-tuning
(1)
extrapolation error
(1)
pre-trained language model
(1)
reinforcement learning
(1)
Papers
RubricBench: Aligning Model-Generated Rubrics with Human Standards
ACL 2026
Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward
CVPR 2026
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
ACL 2025
NILE: Internal Consistency Alignment in Large Language Models
EMNLP 2025
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
ICLR 2025
Collaborative Performance Prediction for Large Language Models
EMNLP 2024
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers
AAAI 2022
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning
NeurIPS 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset
EMNLP 2021