2024
Virtual node graph neural network for full phonon prediction.
Nat. Comput. Sci., July, 2024

Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue.
ACM Trans. Inf. Syst., March, 2024

INSPIRED: Inelastic neutron scattering prediction for instantaneous results and experimental design.
Comput. Phys. Commun., 2024

Large Language Model-Guided Prediction Toward Quantum Materials Synthesis.
CoRR, 2024

CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports.
CoRR, 2024

TRACE: Temporal Grounding Video LLM via Causal Event Modeling.
CoRR, 2024

PclGPT: A Large Language Model for Patronizing and Condescending Language Detection.
CoRR, 2024

Enhancing Long Video Understanding via Hierarchical Event-Based Memory.
CoRR, 2024

TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations.
CoRR, 2024

Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer.
CoRR, 2024

Structural Constraint Integration in Generative Model for Discovery of Quantum Material Candidates.
CoRR, 2024

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.
CoRR, 2024

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

SentinelLMs: Encrypted Input Adaptation and Fine-Tuning of Language Models for Private and Secure Inference.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Leveraging semantic property for temporal knowledge graph completion.
Appl. Intell., April, 2023

Direct prediction of inelastic neutron scattering spectra from the crystal structure.
Mach. Learn. Sci. Technol., March, 2023

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models.
CoRR, 2023

Tetris-inspired detector with neural network for radiation mapping.
CoRR, 2023

CCPC: A Hierarchical Chinese Corpus for Patronizing and Condescending Language Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Performance Analysis of Different Intensity Modulation Techniques over Weak Turbulence Channel.
Proceedings of the 8th International Conference on Cyber Security and Information Engineering, 2023

KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Unstructured Text Enhanced Open-Domain Dialogue System: A Systematic Survey.
ACM Trans. Inf. Syst., 2022

Multi-level semantic fusion network for Chinese medical named entity recognition.
J. Biomed. Informatics, 2022

SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities.
Neurocomputing, 2022

Recent Progress in Conversational AI.
CoRR, 2022

Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities.
Proceedings of the 4th Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2022

SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Formal semantics and high performance in declarative machine learning using Datalog.
VLDB J., 2021

Enhancing knowledge graph embedding with relational constraints.
Neurocomputing, 2021

Developing Big-Data Application as Queries: an Aggregate-Based approach.
IEEE Data Eng. Bull., 2021

KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

ASR N-Best Fusion Nets.
Proceedings of the IEEE International Conference on Acoustics, 2021

Technical Report on Shared Task in DialDoc21.
Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

2020
Efficient Latent Semantic Extraction from Cross Domain Data with Declarative Language.
PhD thesis, 2020

Boosting approximate dictionary-based entity extraction with synonyms.
Inf. Sci., 2020

A Survey of Document Grounded Dialogue Systems (DGDS).
CoRR, 2020

Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses.
CoRR, 2020

Mining conditional functional dependency rules on big data.
Big Data Min. Anal., 2020

skeleton-based Action recognition with a triple-stream graph convolutional network.
Proceedings of the EITCE 2020: 4th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, 6 November, 2020, 2020

Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

A Topic and Concept Integrated Model for Thread Recommendation in Online Health Communities.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Monotonic Properties of Completed Aggregates in Recursive Queries.
CoRR, 2019

BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion.
Proceedings of the Proceedings 35th International Conference on Logic Programming (Technical Communications), 2019

An improved Markov model for idle time prediction based on spatiotemporal learning.
Clust. Comput., 2019

Analyzing Patient Decision Making in Online Health Communities.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

An Efficient Sliding Window Approach for Approximate Entity Extraction with Synonyms.
Proceedings of the Advances in Database Technology, 2019

A Single-Device Embodiment of XNOR Logic: TransiXNOR.
Proceedings of the Device Research Conference, 2019

2018
Mining CFD Rules on Big Data.
CoRR, 2018

Learning IP network representations.
Comput. Commun. Rev., 2018

Deep Learning IP Network Representations.
Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018

RIOS: Runtime Integrated Optimizer for Spark.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Constructing target-aware results for keyword search on knowledge graphs.
Data Knowl. Eng., 2017

A Network Interconnection System and Framework Based on Semantic Communication.
Proceedings of the VI International Conference on Network, Communication and Computing, 2017

Automated debugging in data-intensive scalable computing.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2015
Cleanix: a Parallel Big Data Cleaning System.
SIGMOD Rec., 2015

2014
Sectional and Conditional Functional Dependencies.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2014

Cleanix: A Big Data Cleaning Parfait.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2011
A real-time command system based on hand gesture recognition.
Proceedings of the Seventh International Conference on Natural Computation, 2011