A Geospatial Grid Constrained Deep Learning Prediction Framework Based on AIS Data for Improving Vessel Traffic Services in Maritime Internet of Things.

[BibT_eX]

[DOI]

Wenjing Yan

Jiabao Wen

IEEE Internet Things J., 2026

Pavlov's Dog and Large Language Models: The Double-Edged Power of Context Conditioning.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2026

2025

FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, December, 2025

Agentic AutoSurvey: Let LLMs Survey LLMs.

[BibT_eX]

[DOI]

CoRR, September, 2025

Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation.

[BibT_eX]

[DOI]

CoRR, September, 2025

Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts.

[BibT_eX]

[DOI]

CoRR, September, 2025

Automating Financial Statement Audits with Large Language Models.

[BibT_eX]

[DOI]

CoRR, June, 2025

Atomic Reasoning for Scientific Table Claim Verification.

[BibT_eX]

[DOI]

CoRR, June, 2025

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity.

[BibT_eX]

[DOI]

CoRR, June, 2025

RM-R1: Reward Modeling as Reasoning.

[BibT_eX]

[DOI]

CoRR, May, 2025

Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2025

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective.

[BibT_eX]

[DOI]

Arun Vignesh Malarkkan

CoRR, February, 2025

Internal Activation as the Polar Star for Steering Unsafe LLM Behavior.

[BibT_eX]

[DOI]

CoRR, February, 2025

ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data Valuation.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MLSDET: Multi-LLM Statistical Deep Ensemble for Chinese AI-Generated Text Detection.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Profiling LLM's Copyright Infringement Risks under Adversarial Persuasive Prompting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2024

EscapeBench: Pushing Language Models to Think Outside the Box.

[BibT_eX]

[DOI]

CoRR, 2024

Measuring Copyright Risks of Large Language Model via Partial Information Probing.

[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

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

[BibT_eX]

[DOI]

Koduvayur Subbalakshmi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Structure Design and Control of Magnetic Levitated Needle Driving System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 17th International Conference, 2024

Motion Control of Single-Degree-of-Freedom Magnetic Suspension System Based on Both Position and Flux Feedback.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 17th International Conference, 2024

AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy.

[BibT_eX]

[DOI]

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Do LLMs Know to Respect Copyright Notice?

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design.

[BibT_eX]

[DOI]

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification.

[BibT_eX]

[DOI]

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

2023

Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2023

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, February, 2023

A Comprehensive Taxonomy for Prediction Models in Software Engineering.

[BibT_eX]

[DOI]

Xinli Yang

Jingjing Liu

Denghui Zhang

Inf., February, 2023

FinMe: A Performance-Enhanced Large Language Model Trading Agent with Layered Memory and Character Design.

[BibT_eX]

[DOI]

CoRR, 2023

Fine-Tuning Swin Transformer and Multiple Weights Optimality-Seeking for Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2023

Acqui-hiring or Acqui-quitting: Post-M&A Turnover Prediction via a Dual-fit Model.

[BibT_eX]

[DOI]

Denghui Zhang

Hao Zhong

Jingyuan Yang

Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023

Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Information Systems, 2023

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Soft-Contrastive Learning via Neighborhood Ranking.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Learning Disentangled Representations for Time Series.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learning to Walk with Dual Agents for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Temperature Measurement and Control Application in a Laser Plastic Surgery Real Temperature Detection System.

[BibT_eX]

[DOI]

Sci. Program., 2021

Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Disentangled Representations for Time Series.

[BibT_eX]

[DOI]

CoRR, 2021

Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce.

[BibT_eX]

[DOI]

CoRR, 2020

Spatio-Temporal Dual Graph Attention Network for Query-POI Matching.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

T<sup>2</sup>-Net: A Semi-supervised Deep Model for Turbulence Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

A novel complex network-based modeling method for heterogeneous product design.

[BibT_eX]

[DOI]

Clust. Comput., 2019

A modeling and optimization method for heterogeneous objects based on complex networks theory.

[BibT_eX]

[DOI]

Denghui Zhang

Yiqi Zhou

Yang Guo

Clust. Comput., 2019

Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

SGXPy: Protecting Integrity of Python Applications with Intel SGX.

[BibT_eX]

[DOI]

Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

A Lexical Conversion as Preprocessing Method for Text Intention Classification.

[BibT_eX]

[DOI]

Denghui Zhang

Zhenyu Yang

Xinyun Liu

Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018

Path-Based Attention Neural Model for Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Efficient Parallel Translating Embedding For Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient parallel translating embedding for knowledge graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Intelligence, 2017

2011

Conjugate Gradient Method Neural Network for Medium Resolution Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Denghui Zhang

Le Yu

Proceedings of the Applied Informatics and Communication - International Conference, 2011

2006

Implementation of a Data Node in China's Spatial Information Grid Based on NWGISS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Denghui Zhang

Known people with the same name:

Bibliography

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