Jimin Huang

Orcid: 0000-0002-3501-3907

According to our database¹, Jimin Huang authored at least 36 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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Bibliography

2024

Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.

[BibT_eX]

[DOI]

Luciano V. Del Priore

CoRR, 2024

FMDLlama: Financial Misinformation Detection based on Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Selective Preference Optimization via Token-Level Reward Function Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

[BibT_eX]

[DOI]

VijayaSai Somasundaram

CoRR, 2024

HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection.

[BibT_eX]

[DOI]

CoRR, 2024

FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.

[BibT_eX]

[DOI]

Koduvayur Subbalakshmi

CoRR, 2024

MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2024

Me LLaMA: Foundation Large Language Models for Medical Applications.

[BibT_eX]

[DOI]

Vipina Kuttichi Keloth

CoRR, 2024

The FinBen: An Holistic Financial Benchmark for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.

[BibT_eX]

[DOI]

CoRR, 2024

Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Kamino: A Scalable Architecture to Support Medical AI Research Using Large Real World Data.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

LAiW: A Chinese Legal Large Language Models Benchmark (A Technical Report).

[BibT_eX]

[DOI]

CoRR, 2023

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

[BibT_eX]

[DOI]

CoRR, 2023

The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges.

[BibT_eX]

[DOI]

CoRR, 2023

Mastering Pair Trading with Risk-Aware Recurrent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Graph Neural Collaborative Topic Model for Citation Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

DGR: Decomposition Graph Reconstruction for Question Understanding.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Neural variational sparse topic model for sparse explainable text representation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

Graph Topic Neural Network for Document Representation.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Inductive Topic Variational Graph Auto-Encoder for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2019

Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Discriminative Regularized Deep Generative Models for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Neural Sparse Topical Coding.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

Improving Distant Supervision of Relation Extraction with Unsupervised Methods.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Sparse Topical Coding with Sparse Groups.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

2015

Coherent Topic Hierarchy: A Strategy for Topic Evolutionary Analysis on Microblog Feeds.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Jimin Huang

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