Search Results for author: Junqi Liu

Found 6 papers, 3 papers with code

DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines

no code implementations14 Nov 2024 Junqi Liu, Yun Zhang, Xiaoqi Wang, Xu Long, Sam Kwong

Just Recognizable Difference (JRD) represents the minimum visual difference that is detectable by machine vision, which can be exploited to promote machine vision oriented visual signal processing.

Multi-class Classification object-detection +1

Design of Ligand-Binding Proteins with Atomic Flow Matching

no code implementations18 Sep 2024 Junqi Liu, Shaoning Li, Chence Shi, Zhi Yang, Jian Tang

Designing novel proteins that bind to small molecules is a long-standing challenge in computational biology, with applications in developing catalysts, biosensors, and more.

LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models

1 code implementation1 Apr 2024 Haoran Li, Junqi Liu, Zexian Wang, Shiyuan Luo, Xiaowei Jia, Huaxiu Yao

To address these issues, we propose LITE -- a multimodal large language model for environmental ecosystems modeling.

Decision Making Language Modelling +2

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