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Sirui Ding

3 accepted papers

2026

BIOARC: Discovering Optimal Neural Architectures for Biological Foundation Models

ICML 2026poster

Foundation models have revolutionized AI, yet biological applications often repurpose general architectures without accounting for the intrinsic structural and functional properties of distinct modalities, such as genomic and proteomic sequences. Consequently, these architectures lack the inductive …

Cited by 0SourceScholar
2025

GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs

CVPR 2025poster

The rapid development of Multimodal Large Language Models (MLLMs) has enabled the integration of multiple modalities, including texts and images, within the large language model (LLM) framework.However, texts and images are usually interconnected, forming a multimodal attributed graph (MMAG).It is u…

2022

AutoVideo: An Automated Video Action Recognition System

IJCAI 2022poster

Action recognition is an important task for video understanding with broad applications. However, developing an effective action recognition solution often requires extensive engineering efforts in building and testing different combinations of the modules and their hyperparameters. In this demo, we…