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Jialin Lu

4 accepted papers

2026

Lean Finder: Semantic Search for Mathlib That Understands User Intents

ICLR 2026poster

We present Lean Finder, a semantic search engine for Lean and mathlib that understands and aligns with the intents of mathematicians. Progress in formal theorem proving is often hindered by the difficulty of locating relevant theorems and the steep learning curve of the Lean 4 language, making advan…

Cited by 0SourcecodeScholar
2026

Protego: User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint Exposure

CVPR 2026

Face recognition (FR) technologies are increasingly used to power large-scale image retrieval systems, raising serious privacy concerns. Services like Clearview AI and PimEyes allow anyone to upload a facial photo and retrieve a large amount of online content associated with that person. This not on

Cited by 0SourcecodeScholar
2026

TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition

CVPR 2026

Table recognition (TR) aims to transform table images into semi-structured representations such as HTML or Markdown.As a core component of document parsing, TR has long relied on supervised learning, with recent efforts dominated by fine-tuning vision-language models (VLMs) using labeled data.While

Cited by 0SourcecodeScholar
2025

Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning

ICCV 2025poster

Foundation models that bridge vision and language have made significant progress. While they have inspired many life-enriching applications, their potential for abuse in creating new threats remains largely unexplored. In this paper, we reveal that vision-language models (VLMs) can be weaponized to…