Mingchen Li

Amit K. Roy-Chowdhury

Jiasi Chen

CoRR, 2024

CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin Evaluation.

[BibT_eX]

[DOI]

CoRR, 2024

RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

On the Power of Convolution Augmented Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

CancerLLM: A Large Language Model in Cancer Domain.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness.

[BibT_eX]

[DOI]

CoRR, 2024

A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

MedChatZH: A tuning LLM for traditional Chinese medicine consultations.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Adding double insurance to your investments: Evidence from the exchange rate market.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2024

A Statistical Model-Based Study of the Coupled Relationship between Labor Force Skill Complementarity and Economic Growth.

[BibT_eX]

[DOI]

Chunhui Li

Proceedings of the 2024 9th International Conference on Intelligent Information Processing, 2024

Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective.

[BibT_eX]

[DOI]

Xuechen Zhang

Jiasi Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering.

[BibT_eX]

[DOI]

J. Cheminformatics, December, 2023

Combating the COVID-19 infodemic using Prompt-Based curriculum learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., November, 2023

MC-GEN: Multi-level clustering for private synthetic data generation.

[BibT_eX]

[DOI]

Di Zhuang

J. Morris Chang

Knowl. Based Syst., March, 2023

ClassSum: a deep learning model for class-level code summarization.

[BibT_eX]

[DOI]

Neural Comput. Appl., February, 2023

PeTailor: Improving Large Language Model by Tailored Chunk Scorer in Biomedical Triple Extraction.

[BibT_eX]

[DOI]

CoRR, 2023

MedChatZH: a Better Medical Adviser Learns from Better Instructions.

[BibT_eX]

[DOI]

CoRR, 2023

FedYolo: Augmenting Federated Learning with Pretrained Transformers.

[BibT_eX]

[DOI]

Amit K. Roy-Chowdhury

Ananda Theertha Suresh

CoRR, 2023

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain.

[BibT_eX]

[DOI]

Rui Zhang

CoRR, 2023

Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation.

[BibT_eX]

[DOI]

Davoud Ataee Tarzanagh

Pranay Sharma

CoRR, 2023

W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking.

[BibT_eX]

[DOI]

Lifu Huang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Computational Framework for Effective Representation and Extraction of Knowledge Graph for Power Plant Maintenance and Overhaul.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022

Improving Just-In-Time Comment Updating via AST Edit Sequence.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2022

Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Provable and Efficient Continual Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Locally Differentially Private Distributed Deep Learning via Knowledge Distillation.

[BibT_eX]

[DOI]

Di Zhuang

J. Morris Chang

CoRR, 2022

FedNest: Federated Bilevel, Minimax, and Compositional Optimization.

[BibT_eX]

[DOI]

Davoud Ataee Tarzanagh

Proceedings of the International Conference on Machine Learning, 2022

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph.

[BibT_eX]

[DOI]

Jonathan Shihao Ji

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

Deep Twin Support Vector Networks.

[BibT_eX]

[DOI]

Zhiji Yang

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021

DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity.

[BibT_eX]

[DOI]

Di Zhuang

J. Morris Chang

IEEE Trans. Knowl. Data Eng., 2021

Parameter Identification of Spatial-Temporal Varying Processes by a Multi-Robot System in Realistic Diffusion Fields.

[BibT_eX]

[DOI]

Robotica, 2021

AutoBalance: Optimized Loss Functions for Imbalanced Data.

[BibT_eX]

[DOI]

Xuechen Zhang

Jiasi Chen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Generalization Guarantees for Neural Architecture Search with Train-Validation Split.

[BibT_eX]

[DOI]

Mahdi Soltanolkotabi

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Associative Representation for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

On the Marginal Benefit of Active Learning: Does Self-Supervision Eat its Cake?

[BibT_eX]

[DOI]

Yao-Chun Chan

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Exploring Weight Importance and Hessian Bias in Model Pruning.

[BibT_eX]

[DOI]

Yahya Sattar

CoRR, 2020

Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction.

[BibT_eX]

[DOI]

Zili Zhou

Yanna Wang

CoRR, 2020

Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks.

[BibT_eX]

[DOI]

Mahdi Soltanolkotabi