Dan Yang
7 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(20)
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Research topics
Keywords
retrieval-augmented generation
(3)
question answering
(2)
knowledge distillation
(1)
instruction tuning
(1)
reproducing kernel hilbert space
(1)
low-rank matrix
(1)
iterative thresholding
(1)
minimax optimal
(1)
knowledge graph
(1)
language model
(1)
directed acyclic graph
(1)
attribute prediction
(1)
functional bilinear regression
(1)
minimax optimal property
(1)
roughness penalty
(1)
iterative generalized cross-validation
(1)
external knowledge
(1)
web agent
(1)
planning capability
(1)
large language model
(1)
Papers
PRGB Benchmark: A Robust Placeholder-Assisted Algorithm for Benchmarking Retrieval-Augmented Generation
AAAI 2026
WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning
ACL 2026
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation
EMNLP 2025
Optimal Functional Bilinear Regression with Two-dimensional Functional Covariates via Reproducing Kernel Hilbert Space
JMLR 2025
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
EMNLP 2024
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices
JMLR 2016
Learning Hypergraph-Regularized Attribute Predictors
CVPR 2015