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Lei Cheng

3 papers hereh-index 590 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.IR2
  • cs.LG1
same name
  • Lei Cheng — 11 papers, h 13
  • Lei Cheng — 10 papers, h 9
  • Lei Cheng — 8 papers, h 4
  • Lei Cheng — 8 papers, h 2
  • Lei Cheng — 6 papers, h 5
  • Lei Cheng — 6 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedGDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning

5 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2025★ 1 cited

A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System

Chao Xiong, Xianwen Yu, Wei Xu +3

Pre-ranking plays a crucial role in large-scale recommender systems by significantly improving the efficiency and scalability within the constraints of providing high-quality candi…

cs.IR2025

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval

Penghao Lu, Xin Dong, Yuansheng Zhou +3

Generative retrieval constitutes an innovative approach in information retrieval, leveraging generative language models (LM) to generate a ranked list of document identifiers (doci…

cs.LG2023★ 5 cited

GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning

Xin Dong, Ruize Wu, Chao Xiong +6

Multi-task learning (MTL) aims at solving multiple related tasks simultaneously and has experienced rapid growth in recent years. However, MTL models often suffer from performance…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.