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Mingchen Cai

3 papers hereh-index 236 citations6 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.CV1
  • cs.IR1
  • cs.LG1
same name
  • Mingchen Cai — 4 papers, h 2
  • Mingchen Cai — 3 papers, h 2

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 citedTrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets

5 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2024

DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation

Yaowen Bi, Yuteng Lian, Jie Cui +14

Neural-based multi-task learning (MTL) has been successfully applied to many recommendation applications. However, these MTL models (e.g., MMoE, PLE) did not consider feature inter…

cs.LG2024★ 5 cited

TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets

Jintai Chen, Yaojun Hu, Mingchen Cai +13

Clinical trials are pivotal for developing new medical treatments but typically carry risks such as patient mortality and enrollment failure that waste immense efforts spanning ove…

cs.CV2023★ 4 cited

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning

Yifan Du, Hangyu Guo, Kun Zhou +6

Visual instruction tuning is crucial for enhancing the zero-shot generalization capability of Multi-modal Large Language Models (MLLMs). In this paper, we aim to investigate a fund…

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