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James Caverlee

64 papers hereh-index 5411.4k citations394 works total

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

author position
  • middle author22
  • last author39

Across the 61 of 64 papers where every author was matched, so the position is known.

fields
  • cs.CL25
  • cs.IR21
  • cs.LG8
  • cs.AI2
  • cs.CV2
  • cs.HC2
same name
  • James Caverlee — 7 papers
  • James Caverlee — 1 paper

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

activity
20172026
most citedMetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks

46 citations · 115 across the 50 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.IR2019

Consistency-Aware Recommendation for User-Generated ItemList Continuation

Yun He, Yin Zhang, Weiwen Liu +1

User-generated item lists are popular on many platforms. Examples include video-based playlists on YouTube, image-based lists (or"boards") on Pinterest, book-based lists on Goodrea…

cs.IR2019★ 30 cited

A Hierarchical Self-Attentive Model for Recommending User-Generated Item Lists

Yun He, Jianling Wang, Wei Niu +1

User-generated item lists are a popular feature of many different platforms. Examples include lists of books on Goodreads, playlists on Spotify and YouTube, collections of images o…

cs.IR2019

Pseudo-Implicit Feedback for Alleviating Data Sparsity in Top-K Recommendation

Yun He, Haochen Chen, Ziwei Zhu +1

We propose PsiRec, a novel user preference propagation recommender that incorporates pseudo-implicit feedback for enriching the original sparse implicit feedback dataset. Three of…

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