Xingcheng Yao
5 papers · 2021–2025 · 4 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
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
combinatorial optimization
(1)
contrastive learning
(1)
reinforcement learning
(1)
efficient training
(1)
few-shot learning
(1)
transfer learning
(1)
embedding space
(1)
chain-of-thought reasoning
(1)
information retrieval
(1)
language modeling
(1)
multimodal learning
(1)
efficient computing
(1)
monte carlo tree search
(1)
text retrieval
(1)
vision-language model
(1)
two-stage framework
(1)
sentence embedding
(1)
layout generation
(1)
semantic textual similarity
(1)
limited supervision
(1)
Papers
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
ICML 2025
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
ACL 2025
Automatic Truss Design with Reinforcement Learning
IJCAI 2023
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework
ICML 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings
EMNLP 2021