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Shanxiu He
Institution:
University of California, Santa Barbara
Observed institution:
University of California, Santa Barbara
ORCID:
0009-0008-8581-6733
Observed ORCID:
0009-0008-8581-6733
OpenAlex ID:
A5037790148
Cluster-based Partial Dense Retrieval Fused with Sparse Text Retrieval
2024
·
Yingrui Yang
, Parker Carlson
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
18
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval
2025
·
Parker Carlson
, Wentai Xie
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
16
PDF
Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document Retrieval
2023
·
Yifan Qiao
, Yingrui Yang
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
14
PDF
Token Pruning Optimization for Efficient Multi-vector Dense Retrieval
2025
·
Shanxiu He
, Mutasem Al-Darabsah
, et al.
·
Lecture notes in computer science
·
5
On Adaptive Knowledge Distillation with Generalized KL-Divergence Loss for Ranking Model Refinement
2024
·
Yingrui Yang
, Shanxiu He
, et al.
·
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR)
·
4
Balanced Knowledge Distillation with Contrastive Learning for Document Re-ranking
2023
·
Yingrui Yang
, Shanxiu He
, et al.
·
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR)
·
4
PDF
Weighted KL-Divergence for Document Ranking Model Refinement
2024
·
Yingrui Yang
, Yifan Qiao
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
3
PDF
LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval
2025
·
Yingrui Yang
, Parker Carlson
, et al.
·
Lecture notes in computer science
·
1
PDF
Adaptive Sparsity Optimization with Learnable Soft Top- K and Per-Term Thresholding for Efficient Retrieval
2026
·
Wentai Xie
, Parker Carlson
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Low-Cost Document Retrieval with Dense Pseudo-Query Encoding
2025
·
Shanxiu He
, Wentai Xie
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
PDF
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Works count:
10
Citation count:
65
H-index:
4
I10-index:
3
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