Alert button
Picture for Daochen Zha

Daochen Zha

Alert button

Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering

Feb 20, 2024
Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang

Viaarxiv icon

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Dec 29, 2023
Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Meikang Qiu

Viaarxiv icon

KnowGPT: Black-Box Knowledge Injection for Large Language Models

Dec 11, 2023
Qinggang Zhang, Junnan Dong, Hao Chen, Xiao Huang, Daochen Zha, Zailiang Yu

Viaarxiv icon

Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards

Nov 01, 2023
Alain Andres, Daochen Zha, Javier Del Ser

Viaarxiv icon

DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research

Sep 04, 2023
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu

Figure 1 for DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research
Figure 2 for DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research
Figure 3 for DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research
Figure 4 for DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research
Viaarxiv icon

Tackling Diverse Minorities in Imbalanced Classification

Aug 28, 2023
Kwei-Herng Lai, Daochen Zha, Huiyuan Chen, Mangesh Bendre, Yuzhong Chen, Mahashweta Das, Hao Yang, Xia Hu

Figure 1 for Tackling Diverse Minorities in Imbalanced Classification
Figure 2 for Tackling Diverse Minorities in Imbalanced Classification
Figure 3 for Tackling Diverse Minorities in Imbalanced Classification
Figure 4 for Tackling Diverse Minorities in Imbalanced Classification
Viaarxiv icon

FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Jul 19, 2023
Xiao-Yang Liu, Guoxuan Wang, Daochen Zha

Figure 1 for FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Figure 2 for FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Figure 3 for FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Figure 4 for FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Viaarxiv icon

OpenGSL: A Comprehensive Benchmark for Graph Structure Learning

Jun 17, 2023
Zhiyao Zhou, Sheng Zhou, Bochao Mao, Xuanyi Zhou, Jiawei Chen, Qiaoyu Tan, Daochen Zha, Can Wang, Yan Feng, Chun Chen

Figure 1 for OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Figure 2 for OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Figure 3 for OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Figure 4 for OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Viaarxiv icon

Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model

May 24, 2023
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu

Figure 1 for Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
Figure 2 for Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
Figure 3 for Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
Figure 4 for Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
Viaarxiv icon

Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models

May 03, 2023
Daochen Zha, Louis Feng, Liang Luo, Bhargav Bhushanam, Zirui Liu, Yusuo Hu, Jade Nie, Yuzhen Huang, Yuandong Tian, Arun Kejariwal, Xia Hu

Figure 1 for Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Figure 2 for Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Figure 3 for Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Figure 4 for Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Viaarxiv icon