Brian Lim

4 papers · 2020–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICCV (1) IJCAI (1) RSS (1)

Top co-authors

Jethro Kuan (1) Ye Wang (1) Zhengyuan Liu (1) Philippe Muller (1) Hian Hian See (1) Xichu Ma (1) Tasbolat Taunyazov (1) Wencan Zhang (1) Xuejun Zhao (1) Nancy F. Chen (1)

Research topics

Deep Learning (3) Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Architectures (2) Core AI (2) Natural Language Processing (1) Generation (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

privacy attack (1) neuromorphic computing (1) coreset selection (1) text generation (1) multimodal learning (1) image reconstruction (1) explainable ai (1) lyrics generation (1) instruction tuning (1) human-computer interaction (1) spiking neural network (1) surrogate model (1) influence function (1) instruction fine-tuning (1) data efficiency (1) model inversion attack (1) tactile sensing (1) gradient analysis (1) explainable artificial intelligence (1) lyric generation (1)

Papers

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models EMNLP 2024 XAI-Lyricist: Improving the Singability of AI-Generated Lyrics with Prosody Explanations IJCAI 2024 Exploiting Explanations for Model Inversion Attacks ICCV 2021 Event-Driven Visual-Tactile Sensing and Learning for Robots RSS 2020