Mingda Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 53

Top Topics

Entity Extraction

Top Venues

ACM Trans. Inf. Syst.

Publications

Mingda Li, Xinyu Li, Yifan Chen, Wenfeng Xuan, Weinan Zhang
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models. ACL (Findings) (2024)
Longxuan Ma, Jiapeng Li, Mingda Li, Weinan Zhang, Ting Liu
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue. ACM Trans. Inf. Syst. 42 (2) (2024)
Yongxin Guo, Jingyu Liu, Mingda Li, Xiaoying Tang, Xi Chen, Bo Zhao
VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding. CoRR (2024)
Ryotaro Okabe, Mouyang Cheng, Abhijatmedhi Chotrattanapituk, Nguyen Tuan Hung, Xiang Fu, Bowen Han, Yao Wang, Weiwei Xie, Robert J. Cava, Tommi S. Jaakkola, Yongqiang Cheng, Mingda Li
Structural Constraint Integration in Generative Model for Discovery of Quantum Material Candidates. CoRR (2024)
Abhijit Mishra, Mingda Li, Soham Deo
SentinelLMs: Encrypted Input Adaptation and Fine-Tuning of Language Models for Private and Secure Inference. AAAI (2024)
Bowen Han, Andrei T. Savici, Mingda Li, Yongqiang Cheng
INSPIRED: Inelastic neutron scattering prediction for instantaneous results and experimental design. Comput. Phys. Commun. 304 (2024)
Mingda Li, Xinyu Li, Yifan Chen, Wenfeng Xuan, Weinan Zhang
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models. CoRR (2024)
Ryotaro Okabe, Abhijatmedhi Chotrattanapituk, Artittaya Boonkird, Nina Andrejevic, Xiang Fu, Tommi S. Jaakkola, Qichen Song, Thanh Nguyen, Nathan C. Drucker, Sai Mu, Yao Wang, Bolin Liao, Yongqiang Cheng, Mingda Li
Virtual node graph neural network for full phonon prediction. Nat. Comput. Sci. 4 (7) (2024)
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting. ICASSP (2023)
Ryotaro Okabe, Shangjie Xue, Jiankai Yu, Tongtong Liu, Benoit Forget, Stefanie Jegelka, Gordon Kohse, Lin-wen Hu, Mingda Li
Tetris-inspired detector with neural network for radiation mapping. CoRR (2023)
Dongya Xiao, Mingda Li, Zheng Xu
Performance Analysis of Different Intensity Modulation Techniques over Weak Turbulence Channel. ICCSIE (2023)
Hongbo Wang, Mingda Li, Junyu Lu, Liang Yang, Hebin Xia, Hongfei Lin
CCPC: A Hierarchical Chinese Corpus for Patronizing and Condescending Language Detection. NLPCC (2) (2023)
Mingda Li, Zhengya Sun, Wensheng Zhang, Wei Liu
Leveraging semantic property for temporal knowledge graph completion. Appl. Intell. 53 (8) (2023)
Yongqiang Cheng, Geoffrey Wu, Daniel M. Pajerowski, Matthew B. Stone, Andrei T. Savici, Mingda Li, Anibal Ramirez-Cuesta
Direct prediction of inelastic neutron scattering spectra from the crystal structure. Mach. Learn. Sci. Technol. 4 (1) (2023)
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting. CoRR (2023)
Ziyu Zhuang, Qiguang Chen, Longxuan Ma, Mingda Li, Yi Han, Yushan Qian, Haopeng Bai, Zixian Feng, Weinan Zhang, Ting Liu
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models. CoRR (2023)
Abhijit Mishra, Mingda Li, Soham Deo
SentinelLMs: Encrypted Input Adaptation and Fine-tuning of Language Models for Private and Secure Inference. CoRR (2023)
Zijun Xue, Ruirui Li, Mingda Li
Recent Progress in Conversational AI. CoRR (2022)
Mingda Li, Jin Wang, Guorui Xiao, Youfu Li, Carlo Zaniolo
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System. CIKM (2022)
Mingda Li, Zhengya Sun, Wensheng Zhang
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities. Neurocomputing 491 (2022)
Jintong Shi, Mengxuan Sun, Zhengya Sun, Mingda Li, Yifan Gu, Wensheng Zhang
Multi-level semantic fusion network for Chinese medical named entity recognition. J. Biomed. Informatics 133 (2022)
Hongwei Chen, Sathya R. Chitturi, Rajan Plumley, Lingjia Shen, Nathan C. Drucker, Nicolas Burdet, Cheng Peng, Sougata Mardanya, Daniel Ratner, Aashwin Mishra, Chun Hong Yoon, Sanghoon Song, Matthieu Chollet, Gilberto Fabbris, Mike Dunne, Silke Nelson, Mingda Li, Aaron Lindenberg, Chunjing Jia, Youssef Nashed, Arun Bansil, Sugata Chowdhury, Adrian E. Feiguin, Joshua J. Turner, Jana Thayer
Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities. XLOOP@SC (2022)
Longxuan Ma, Ziyu Zhuang, Weinan Zhang, Mingda Li, Ting Liu
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation. COLING (2022)
Mingda Li, Jin Wang, Guorui Xiao, Youfu Li, Carlo Zaniolo
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System. CoRR (2022)
Longxuan Ma, Mingda Li, Wei-Nan Zhang, Jiapeng Li, Ting Liu
Unstructured Text Enhanced Open-Domain Dialogue System: A Systematic Survey. ACM Trans. Inf. Syst. 40 (1) (2022)
Longxuan Ma, Ziyu Zhuang, Weinan Zhang, Mingda Li, Ting Liu
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation. CoRR (2022)
Jin Wang, Jiacheng Wu, Mingda Li, Jiaqi Gu, Ariyam Das, Carlo Zaniolo
Formal semantics and high performance in declarative machine learning using Datalog. VLDB J. 30 (5) (2021)
Youfu Li, Jin Wang, Mingda Li, Ariyam Das, Jiaqi Gu, Carlo Zaniolo
KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates. ICDE (2021)
Mingda Li, Zhengya Sun, Siheng Zhang, Wensheng Zhang
Enhancing knowledge graph embedding with relational constraints. Neurocomputing 429 (2021)
Xinyue Liu, Mingda Li, Luoxin Chen, Prashan Wanigasekara, Weitong Ruan, Haidar Khan, Wael Hamza, Chengwei Su
ASR N-Best Fusion Nets. ICASSP (2021)
Jiapeng Li, Mingda Li, Longxuan Ma, Weinan Zhang, Ting Liu
Technical Report on Shared Task in DialDoc21. DialDoc@ACL-IJCNLP (2021)
Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang
Developing Big-Data Application as Queries: an Aggregate-Based approach. IEEE Data Eng. Bull. 44 (2) (2021)
Jin Wang, Chunbin Lin, Mingda Li, Carlo Zaniolo
Boosting approximate dictionary-based entity extraction with synonyms. Inf. Sci. 530 (2020)
Mingda Li, Hongzhi Wang, Jianzhong Li
Mining conditional functional dependency rules on big data. Big Data Min. Anal. 3 (1) (2020)
Mingda Li, Weitong Ruan, Xinyue Liu, Luca Soldaini, Wael Hamza, Chengwei Su
Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses. CoRR (2020)
Mingda Li, Chunyan Yu, Xiu Wang
skeleton-based Action recognition with a triple-stream graph convolutional network. EITCE (2020)
Mingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza, Chengwei Su
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention. COLING (Industry) (2020)
Mingda Li, Weiting Gao, Yi Chen
A Topic and Concept Integrated Model for Thread Recommendation in Online Health Communities. CIKM (2020)
Mingda Li, Zhengya Sun, Siheng Zhang, Wensheng Zhang
Enhancing Knowledge Graph Embedding with Relational Constraints. ICKG (2020)
Longxuan Ma, Wei-Nan Zhang, Mingda Li, Ting Liu
A Survey of Document Grounded Dialogue Systems (DGDS). CoRR (2020)
Ariyam Das, Youfu Li, Jin Wang, Mingda Li, Carlo Zaniolo
BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion. ICLP Technical Communications (2019)
Xiang Li, Mingda Li, Alyosha C. Molnar, Debdeep Jena, Huili Grace Xing
A Single-Device Embodiment of XNOR Logic: TransiXNOR. DRC (2019)
Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang
Monotonic Properties of Completed Aggregates in Recursive Queries. CoRR (2019)
HaiLin Kui, Cuizhu Bao, Mingda Li, Xueshan Dou, Xiangyu Liu
An improved Markov model for idle time prediction based on spatiotemporal learning. Clust. Comput. 22 (Supplement) (2019)
Mingda Li, Jinhe Shi, Yi Chen
Analyzing Patient Decision Making in Online Health Communities. ICHI (2019)
Jin Wang, Chunbin Lin, Mingda Li, Carlo Zaniolo
An Efficient Sliding Window Approach for Approximate Entity Extraction with Synonyms. EDBT (2019)
Mingda Li, Bo Zong, Cristian Lumezanu, Haifeng Chen
Learning IP network representations. Comput. Commun. Rev. 48 (5) (2018)
Hongzhi Wang, Mingda Li, Jiawei Zhao, Jianzhong Li, Hong Gao
Mining CFD Rules on Big Data. CoRR (2018)
Youfu Li, Mingda Li, Ling Ding, Matteo Interlandi
RIOS: Runtime Integrated Optimizer for Spark. SoCC (2018)
Mingda Li, Cristian Lumezanu, Bo Zong, Haifeng Chen
Deep Learning IP Network Representations. Big-DAMA@SIGCOMM (2018)
Yi Shan, Mingda Li, Yi Chen
Constructing target-aware results for keyword search on knowledge graphs. Data Knowl. Eng. 110 (2017)
Muhammad Ali Gulzar, Matteo Interlandi, Xueyuan Han, Mingda Li, Tyson Condie, Miryung Kim
Automated debugging in data-intensive scalable computing. SoCC (2017)
Mingda Li, Qingxv Xiong, Long Yuan
A Network Interconnection System and Framework Based on Semantic Communication. ICNCC (2017)
Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang
Cleanix: a Parallel Big Data Cleaning System. SIGMOD Rec. 44 (4) (2015)
Mingda Li, Hongzhi Wang, Ye Li
Sectional and Conditional Functional Dependencies. WASA (2014)
Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang
Cleanix: A Big Data Cleaning Parfait. CIKM (2014)
Jufeng Yang, Jing Xu, Mingda Li, Dingzhen Zhang, Congchao Wang
A real-time command system based on hand gesture recognition. ICNC (2011)