Weikang Zhou
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Mega-Team · Squad
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Prolific Year · Productive
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Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Resources & Methods
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(3)
instruction following
(2)
direct preference optimization
(1)
attention mechanism
(1)
data augmentation
(1)
code generation
(1)
computational efficiency
(1)
retrieval-augmented generation
(1)
position bia
(1)
pretraining corpus
(1)
software testing
(1)
directed acyclic graph
(1)
code execution
(1)
programming language
(1)
influence estimation
(1)
language model pretraining
(1)
attributed text generation
(1)
fine-grained attribution
(1)
citation accuracy
(1)
soft constraint
(1)
Papers
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
NAACL 2025
Multi-Programming Language Sandbox for LLMs
ACL 2025
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model
ACL 2023