Mingchen Li

117 papers A* 14A 3B 4C 2Misc 2Journal 85Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
"What Did It Actually Do?": Understanding Risk Awareness and Traceability for Computer-Use Agents.
CoRR
Zifan Peng, Mingchen Li
2026 A* conf
Digital Skin, Digital Bias: Uncovering Tone-Based Biases in LLMs and Emoji Embeddings.
WWW
Mingchen Li, Wajdi Aljedaani, Yingjie Liu, Navyasri Meka, Xuan Lu, Xinyue Ye, Junhua Ding, Yunhe Feng
2026 J jnl
GLEN-Bench: A Graph-Language based Benchmark for Nutritional Health.
CoRR
Jiatan Huang, Zheyuan Zhang, Tianyi Ma, Mingchen Li, Yaning Zheng, Yanfang Ye, Chuxu Zhang
2026 — conf
Harmful Factuality: LLMs Correcting What They Shouldn't.
EACL (Findings)
Mingchen Li, Hanzhi Zhang, Heng Fan, Junhua Ding, Yunhe Feng
2026 A* conf
OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting.
AAAI
Dawei Gao, Angello Huerta Gomez, Mingchen Li, Marcel El-Mokahal, Huaxiao Yang, Yunhe Feng
2026 J jnl
Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction.
CoRR
Yang Tan, Yuanxi Yu, Can Wu, Bozitao Zhong, Mingchen Li, Guisheng Fan, Jiankang Zhu, Yafeng Liang, Nanqing Dong, Liang Hong
2026 J jnl
Self-evolving AI agents for protein discovery and directed evolution.
CoRR
Yang Tan, Lingrong Zhang, Mingchen Li, Yuanxi Yu, Bozitao Zhong, Bingxin Zhou, Nanqing Dong, Liang Hong
2025 J jnl
A Deep Retrieval-Enhanced Meta-Learning Framework for Enzyme Optimum pH Prediction.
J. Chem. Inf. Model.
Liang Zhang, Kuan Luo, Ziyi Zhou, Yuanxi Yu, Fan Jiang, Banghao Wu, Mingchen Li, Liang Hong
2025 J jnl
Automatic Code Summarization Using Abbreviation Expansion and Subword Segmentation.
Expert Syst. J. Knowl. Eng.
Yuguo Liang, Guisheng Fan, Huiqun Yu, Mingchen Li, Zijie Huang
2025 J jnl
Automatic Pruning via Structured Lasso with Class-wise Information.
CoRR
Xiang Liu, Mingchen Li, Xia Li, Leigang Qu, Zifan Peng, Yijun Song, Zemin Liu, Linshan Jiang, Jialin Li
2025 J jnl
BiomedRAG: A retrieval augmented large language model for biomedicine.
J. Biomed. Informatics
Mingchen Li, Halil Kilicoglu, Hua Xu, Rui Zhang
2025 A* conf
ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media.
IJCAI
Zheng Wei, Mingchen Li, Pu Zhang, Xinyu Liu, Huamin Qu, Pan Hui
2025 J jnl
Cross-Platform Short-Video Diplomacy: Topic and Sentiment Analysis of China-US Relations on Douyin and TikTok.
CoRR
Zheng Wei, Mingchen Li, Junxiang Liao, Zeyu Yang, Xiaoyu Yang, Yixuan Xie, Pan Hui, Huamin Qu
2025 J jnl
DBCF-Net: Enhanced Interactive Remote Sensing Image Segmentation With a Dual-Branch Network and Collaborative Feedback Integration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bingzhi Shen, Pengyu Huo, Yanming Liu, Yuhao Wang, Zihao Li, Mingchen Li, Xinwei Li
2025 — conf
DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting.
EMNLP (Findings)
Mingchen Li, Heng Fan, Song Fu, Junhua Ding, Yunhe Feng
2025 J jnl
DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting.
CoRR
Mingchen Li, Heng Fan, Song Fu, Junhua Ding, Yunhe Feng
2025 B conf
Exploiting Meta-Learning-Based Poisoning Attacks for Graph Link Prediction.
IEEE Big Data
Mingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, J. Morris Chang
2025 J jnl
Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction.
CoRR
Mingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, Morris Chang
2025 J jnl
Graph with Residue-Based Cross-Modal Framework Enhances Cell Function-Related Protein Properties Prediction.
J. Chem. Inf. Model.
Wenrui Gou, Yang Tan, Chen Liu, Mingchen Li, Guisheng Fan, Huiqun Yu
2025 J jnl
Hollywood Town: Long-Video Generation via Cross-Modal Multi-Agent Orchestration.
CoRR
Zheng Wei, Mingchen Li, Zeqian Zhang, Ruibin Yuan, Pan Hui, Huamin Qu, James Evans, Maneesh Agrawala, Anyi Rao
2025 J jnl
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models.
CoRR
Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Zeren Luo, Jingyi Zheng, Wenhan Dong, Xinlei He, Xuechao Wang, Yingjie Xue, Shengmin Xu, Xinyi Huang
2025 J jnl
MS-TVNet:A Long-Term Time Series Prediction Method Based on Multi-Scale Dynamic Convolution.
CoRR
Chenghan Li, Mingchen Li, Yipu Liao, Ruisheng Diao
2025 J jnl
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents.
CoRR
Jingzhe Ding, Shengda Long, Changxin Pu, Huan Zhou, Hongwan Gao, Xiang Gao, Chao He, Yue Hou, Fei Hu, Zhaojian Li, Weiran Shi, Zaiyuan Wang, Daoguang Zan, Chenchen Zhang, Xiaoxu Zhang, Qizhi Chen, Xianfu Cheng, Bo Deng, Qingshui Gu, Kai Hua, Juntao Lin, Pai Liu, Mingchen Li, Xuanguang Pan, Zifan Peng, Yujia Qin, Yong Shan, Zhewen Tan, Weihao Xie, Zihan Wang, Yishuo Yuan, Jiayu Zhang, Enduo Zhao, Yunfei Zhao, He Zhu, Chenyang Zou, Ming Ding, Jianpeng Jiao, Jiaheng Liu, Minghao Liu, Qian Liu, Chongyao Tao, Jian Yang, Tong Yang, Zhaoxiang Zhang, Xinjie Chen, Wenhao Huang, Ge Zhang
2025 — conf
Near-Duplicate Build Failure Detection from Continuous Integration Logs.
PROMISE
Mingchen Li, Mika Mäntylä, Jesse Nyyssölä, Matti Luukkainen
2025 A* conf
On the Power of Convolution-Augmented Transformer.
AAAI
Mingchen Li, Xuechen Zhang, Yixiao Huang, Samet Oymak
2025 J jnl
Optimizing Furniture Retail Strategies: Insights from Cross-Platform Consumer Sentiment and Topic Modeling.
J. Theor. Appl. Electron. Commer. Res.
Yuanyuan Shi, Erlong Zhao, Mingchen Li
2025 J jnl
Prompt-based contrastive learning to combat the COVID-19 infodemic.
Mach. Learn.
Zifan Peng, Mingchen Li, Yue Wang, Daniel Y. Mo
2025 J jnl
RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements.
J. Am. Medical Informatics Assoc.
Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang
2025 J jnl
Rejection or Inclusion in the Emotion-Identity Dynamics of TikTok Refugees on RedNote.
CoRR
Mingchen Li, Wenbo Xu, Wenqing Gu, Yixuan Xie, Yao Zhou, Yunsong Dai, Cheng Tan, Pan Hui
2025 J jnl
SRPM-Sol: A Structure Robust Protein Multimodal Model for Solubility Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Wenhui Ge, Yang Tan, Huiqun Yu, Guisheng Fan, Mingchen Li
2025 J jnl
Sequence-Only Prediction of Binding Affinity Changes: A Robust and Interpretable Model for Antibody Engineering.
CoRR
Chen Liu, Mingchen Li, Yang Tan, Wenrui Gou, Guisheng Fan, Bingxin Zhou
2025 J jnl
Sequence-only prediction of binding affinity changes: a robust and interpretable model for antibody engineering.
Bioinform.
Chen Liu, Mingchen Li, Yang Tan, Wenrui Gou, Guisheng Fan, Bingxin Zhou
2025 A* conf
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation.
ICLR
Chenghan Li, Mingchen Li, Ruisheng Diao
2025 J jnl
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation.
CoRR
Chenghan Li, Mingchen Li, Ruisheng Diao
2025 J jnl
The Rising Threat to Emerging AI-Powered Search Engines.
CoRR
Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He
2025 A* conf
Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search.
USENIX Security Symposium
Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He
2025 J jnl
VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning.
CoRR
Yang Tan, Chen Liu, Jingyuan Gao, Banghao Wu, Mingchen Li, Ruilin Wang, Lingrong Zhang, Huiqun Yu, Guisheng Fan, Liang Hong, Bingxin Zhou
2025 — conf
VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning.
ACL (3)
Yang Tan, Chen Liu, Jingyuan Gao, Banghao Wu, Mingchen Li, Ruilin Wang, Lingrong Zhang, Huiqun Yu, Guisheng Fan, Liang Hong, Bingxin Zhou
2024 J jnl
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models.
CoRR
Mingchen Li, Chen Ling, Rui Zhang, Liang Zhao
2024 — conf
A Statistical Model-Based Study of the Coupled Relationship between Labor Force Skill Complementarity and Economic Growth.
ICIIP
Mingchen Li, Chunhui Li
2024 J jnl
A new LASSO-BiLSTM-based ensemble learning approach for exchange rate forecasting.
Eng. Appl. Artif. Intell.
Siyuan Liu, Qiqian Huang, Mingchen Li, Yunjie Wei
2024 J jnl
A review of reinforcement learning for natural language processing and applications in healthcare.
J. Am. Medical Informatics Assoc.
Ying Liu, Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou, Fang Wang, Rama Hoetzlein, Rui Zhang
2024 J jnl
Adding double insurance to your investments: Evidence from the exchange rate market.
Adv. Eng. Informatics
Mingchen Li, Kun Yang, Zishu Cheng, Yunjie Wei, Shouyang Wang
2024 J jnl
Aligning XAI explanations with software developers' expectations: A case study with code smell prioritization.
Expert Syst. Appl.
Zijie Huang, Huiqun Yu, Guisheng Fan, Zhiqing Shao, Mingchen Li, Yuguo Liang
2024 J jnl
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness.
CoRR
Mingchen Li, Zaifu Zhan, Han Yang, Yongkang Xiao, Jiatan Huang, Rui Zhang
2024 J jnl
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine.
CoRR
Mingchen Li, Halil Kilicoglu, Hua Xu, Rui Zhang
2024 J jnl
CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin Evaluation.
CoRR
Wenrui Gou, Wenhui Ge, Yang Tan, Mingchen Li, Guisheng Fan, Huiqun Yu
2024 J jnl
CancerLLM: A Large Language Model in Cancer Domain.
CoRR
Mingchen Li, Anne H. Blaes, Steven Johnson, Hongfang Liu, Hua Xu, Rui Zhang
2024 A* conf
Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective.
AAAI
Xuechen Zhang, Mingchen Li, Jiasi Chen, Christos Thrampoulidis, Samet Oymak
2024 J jnl
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective.
CoRR
Xuechen Zhang, Mingchen Li, Jiasi Chen, Christos Thrampoulidis, Samet Oymak
2024 J jnl
Enhancing code summarization with action word prediction.
Neurocomputing
Mingchen Li, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Zijie Huang
2024 J jnl
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation.
IEEE Trans. Artif. Intell.
Keyu Chen, Di Zhuang, Mingchen Li, J. Morris Chang
2024 J jnl
FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs.
J. Biomed. Informatics
Yongkang Xiao, Sinian Zhang, Huixue Zhou, Mingchen Li, Han Yang, Rui Zhang
2024 J jnl
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction.
J. Am. Medical Informatics Assoc.
Huixue Zhou, Mingchen Li, Yongkang Xiao, Han Yang, Rui Zhang
2024 J jnl
Learning to Generate Structured Code Summaries From Hybrid Code Context.
IEEE Trans. Software Eng.
Ziyi Zhou, Mingchen Li, Huiqun Yu, Guisheng Fan, Penghui Yang, Zijie Huang
2024 J jnl
MedChatZH: A tuning LLM for traditional Chinese medicine consultations.
Comput. Biol. Medicine
Yang Tan, Zhixing Zhang, Mingchen Li, Fei Pan, Hao Duan, Zijie Huang, Hua Deng, Zhuohang Yu, Chen Yang, Guoyang Shen, Peng Qi, Chengyuan Yue, Yuxian Liu, Liang Hong, Huiqun Yu, Guisheng Fan, Yun Tang
2024 J jnl
On the Power of Convolution Augmented Transformer.
CoRR
Mingchen Li, Xuechen Zhang, Yixiao Huang, Samet Oymak
2024 J jnl
On the effectiveness of developer features in code smell prioritization: A replication study.
J. Syst. Softw.
Zijie Huang, Huiqun Yu, Guisheng Fan, Zhiqing Shao, Ziyi Zhou, Mingchen Li
2024 J jnl
PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications.
J. Cheminformatics
Yang Tan, Mingchen Li, Ziyi Zhou, Pan Tan, Huiqun Yu, Guisheng Fan, Liang Hong
2024 A* conf
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention.
NeurIPS
Mingchen Li, Yang Tan, Xinzhu Ma, Bozitao Zhong, Huiqun Yu, Ziyi Zhou, Wanli Ouyang, Bingxin Zhou, Pan Tan, Liang Hong
2024 B conf
Prompt-Based Contrastive Learning to Combat the COVID-19 Infodemic.
DSAA
Zifan Peng, Mingchen Li, Yue Wang, Daniel Y. Mo
2024 J jnl
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements.
CoRR
Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang
2024 J jnl
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition.
J. Am. Medical Informatics Assoc.
Mingchen Li, Huixue Zhou, Han Yang, Rui Zhang
2024 J jnl
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs.
CoRR
Jiatan Huang, Mingchen Li, Zonghai Yao, Zhichao Yang, Yongkang Xiao, Feiyun Ouyang, Xiaohan Li, Shuo Han, Hong Yu
2024 A* conf
Selective Attention: Enhancing Transformer through Principled Context Control.
NeurIPS
Xuechen Zhang, Xiangyu Chang, Mingchen Li, Amit K. Roy-Chowdhury, Jiasi Chen, Samet Oymak
2024 J jnl
Selective Attention: Enhancing Transformer through Principled Context Control.
CoRR
Xuechen Zhang, Xiangyu Chang, Mingchen Li, Amit K. Roy-Chowdhury, Jiasi Chen, Samet Oymak
2024 J jnl
Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models.
CoRR
Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
2024 J jnl
Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models.
J. Chem. Inf. Model.
Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
2024 A* conf
Zero-Shot Link Prediction in Knowledge Graphs with Large Language Models.
ICDM
Mingchen Li, Chen Ling, Rui Zhang, Liang Zhao
2023 C conf
A Computational Framework for Effective Representation and Extraction of Knowledge Graph for Power Plant Maintenance and Overhaul.
CSCWD
Chenghan Li, Mingchen Li, Hanzhen Lu, Jiabao Pan, Bo Qin, Hongwei Wang
2023 J jnl
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare.
CoRR
Ying Liu, Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou, Fang Wang, Rama Hoetzlein, Rui Zhang
2023 J jnl
ClassSum: a deep learning model for class-level code summarization.
Neural Comput. Appl.
Mingchen Li, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Jiawen Huang
2023 J jnl
Combating the COVID-19 infodemic using Prompt-Based curriculum learning.
Expert Syst. Appl.
Zifan Peng, Mingchen Li, Yue Wang, George T. S. Ho
2023 J jnl
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation.
CoRR
Keyu Chen, Di Zhuang, Mingchen Li, J. Morris Chang
2023 J jnl
FedYolo: Augmenting Federated Learning with Pretrained Transformers.
CoRR
Xuechen Zhang, Mingchen Li, Xiangyu Chang, Jiasi Chen, Amit K. Roy-Chowdhury, Ananda Theertha Suresh, Samet Oymak
2023 J jnl
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation.
CoRR
Davoud Ataee Tarzanagh, Mingchen Li, Pranay Sharma, Samet Oymak
2023 J jnl
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain.
CoRR
Mingchen Li, Rui Zhang
2023 J jnl
MC-GEN: Multi-level clustering for private synthetic data generation.
Knowl. Based Syst.
Mingchen Li, Di Zhuang, J. Morris Chang
2023 J jnl
MedChatZH: a Better Medical Adviser Learns from Better Instructions.
CoRR
Yang Tan, Mingchen Li, Zijie Huang, Huiqun Yu, Guisheng Fan
2023 J jnl
PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications.
CoRR
Yang Tan, Mingchen Li, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
2023 J jnl
PeTailor: Improving Large Language Model by Tailored Chunk Scorer in Biomedical Triple Extraction.
CoRR
Mingchen Li, Ming Chen, Huixue Zhou, Rui Zhang
2023 J jnl
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering.
CoRR
Mingchen Li, Liqi Kang, Yi Xiong, Yu Guang Wang, Guisheng Fan, Pan Tan, Liang Hong
2023 J jnl
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering.
J. Cheminformatics
Mingchen Li, Liqi Kang, Yi Xiong, Yu Guang Wang, Guisheng Fan, Pan Tan, Liang Hong
2023 A* conf
Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking.
SIGIR
Mingchen Li, Lifu Huang
2023 J jnl
Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking.
CoRR
Mingchen Li, Lifu Huang
2023 J jnl
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition.
CoRR
Mingchen Li, Yang Ye, Jeremy Yeung, Huixue Zhou, Huaiyuan Chu, Rui Zhang
2022 — conf
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.
EMNLP (Findings)
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
2022 J jnl
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.
CoRR
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
2022 J jnl
AutoBalance: Optimized Loss Functions for Imbalanced Data.
CoRR
Mingchen Li, Xuechen Zhang, Christos Thrampoulidis, Jiasi Chen, Samet Oymak
2022 — conf
Deep Twin Support Vector Networks.
CICAI (3)
Mingchen Li, Zhiji Yang
2022 J jnl
FEDNEST: Federated Bilevel, Minimax, and Compositional Optimization.
CoRR
Davoud Ataee Tarzanagh, Mingchen Li, Christos Thrampoulidis, Samet Oymak
2022 A* conf
FedNest: Federated Bilevel, Minimax, and Compositional Optimization.
ICML
Davoud Ataee Tarzanagh, Mingchen Li, Christos Thrampoulidis, Samet Oymak
2022 J jnl
Improving Just-In-Time Comment Updating via AST Edit Sequence.
Int. J. Softw. Eng. Knowl. Eng.
Jiawen Huang, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Mingchen Li
2022 J jnl
Locally Differentially Private Distributed Deep Learning via Knowledge Distillation.
CoRR
Di Zhuang, Mingchen Li, J. Morris Chang
2022 J jnl
MC-GEN: Multi-level Clustering for Private Synthetic Data Generation.
CoRR
Mingchen Li, Di Zhuang, J. Morris Chang
2022 J jnl
Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm.
Expert Syst. Appl.
Shaolong Sun, Mingchen Li, Shouyang Wang, Chengyuan Zhang
2022 J jnl
Provable and Efficient Continual Representation Learning.
CoRR
Yingcong Li, Mingchen Li, M. Salman Asif, Samet Oymak
2022 B conf
Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph.
COLING
Mingchen Li, Jonathan Shihao Ji
2022 J jnl
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph.
CoRR
Mingchen Li, Jonathan Shihao Ji
2021 A* conf
AutoBalance: Optimized Loss Functions for Imbalanced Data.
NeurIPS
Mingchen Li, Xuechen Zhang, Christos Thrampoulidis, Jiasi Chen, Samet Oymak
2021 J jnl
DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity.
IEEE Trans. Knowl. Data Eng.
Di Zhuang, J. Morris Chang, Mingchen Li
2021 A* conf
Generalization Guarantees for Neural Architecture Search with Train-Validation Split.
ICML
Samet Oymak, Mingchen Li, Mahdi Soltanolkotabi
2021 J jnl
Generalization Guarantees for Neural Architecture Search with Train-Validation Split.
CoRR
Samet Oymak, Mingchen Li, Mahdi Soltanolkotabi
2021 B conf
Learning Associative Representation for Facial Expression Recognition.
ICIP
Yangtao Du, Dingkang Yang, Peng Zhai, Mingchen Li, Lihua Zhang
2021 Misc conf
On the Marginal Benefit of Active Learning: Does Self-Supervision Eat its Cake?
ICASSP
Yao-Chun Chan, Mingchen Li, Samet Oymak
2021 J jnl
Parameter Identification of Spatial-Temporal Varying Processes by a Multi-Robot System in Realistic Diffusion Fields.
Robotica
Wencen Wu, Jie You, Yufei Zhang, Mingchen Li, Kun Su
2020 J jnl
Exploring Weight Importance and Hessian Bias in Model Pruning.
CoRR
Mingchen Li, Yahya Sattar, Christos Thrampoulidis, Samet Oymak
2020 A conf
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks.
AISTATS
Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak
2020 J jnl
Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction.
CoRR
Mingchen Li, Zili Zhou, Yanna Wang
2020 J jnl
On the Marginal Benefit of Active Learning: Does Self-Supervision Eat Its Cake?
CoRR
Yao-Chun Chan, Mingchen Li, Samet Oymak
2019 J jnl
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian.
CoRR
Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
2019 Misc conf
Generalization, Adaptation and Low-Rank Representation in Neural Networks.
ACSSC
Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
2019 J jnl
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks.
CoRR
Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak
2018 J jnl
Robust 3-D Human Detection in Complex Environments With a Depth Camera.
IEEE Trans. Multim.
Luchao Tian, Mingchen Li, Yu Hao, Jun Liu, Guyue Zhang, Yan Qiu Chen
2017 C conf
Cooperative parameter identification of advection-diffusion processes using a mobile sensor network.
ACC
Jie You, Yufei Zhang, Mingchen Li, Kun Su, Fumin Zhang, Wencen Wu
2017 A conf
Robust human detection with super-pixel segmentation and random ferns classification using RGB-D camera.
ICME
Luchao Tian, Mingchen Li, Guyue Zhang, Jingwen Zhao, Yan Qiu Chen
2016 A conf
Reliably detecting humans in crowded and dynamic environments using RGB-D camera.
ICME
Luchao Tian, Guyue Zhang, Mingchen Li, Jun Liu, Yan Qiu Chen