Yueqi Zhang
10 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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Artificial Intelligence
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Deep Learning
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Optimization & Theory · Machine Learning
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Learning Types · Machine Learning
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Natural Language Processing
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Generation
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large language model
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model alignment
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mathematical reasoning
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domain adaptation
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preference learning
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attention mechanism
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model evaluation
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chain-of-thought reasoning
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demonstration learning
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text generation
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code generation
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language model alignment
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adaptive sampling
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language understanding
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instruction tuning
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in-context learning
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posterior distribution
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sampling distribution
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coreset selection
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representation learning
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Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
CVPR 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025
Speculative Decoding for Multi-Sample Inference
EMNLP 2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024