Libin Zheng

Orcid: 0000-0002-9339-1949

Affiliations:
  • Sun Yat-sen University, School of Artificial Intelligence, Zhuhai, China
  • Hong Kong University of Science and Technology (HKUST), Department of Computer Science and Engineering, Hong Kong (PhD)


According to our database1, Libin Zheng authored at least 47 papers between 2017 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification.
CoRR, April, 2026

VPLight: A Reinforcement Learning Approach for Traffic Signal Control With Pedestrian Dynamics.
IEEE Trans. Knowl. Data Eng., March, 2026

ToolRosetta: Bridging Open-Source Repositories and Large Language Model Agents through Automated Tool Standardization.
CoRR, March, 2026

DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation.
Proceedings of the ACM Web Conference 2026, 2026

CytoCrowd: A Multi-Annotator Benchmark Dataset for Cytology Image Analysis.
Proceedings of the ACM Web Conference 2026, 2026

Towards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented Generation.
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation.
Proceedings of the Database Systems for Advanced Applications, 2026

CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Code2MCP: Transforming Code Repositories into MCP Services.
CoRR, September, 2025

Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels.
IEEE Trans. Comput. Soc. Syst., August, 2025

DRLPG: Reinforced Opponent-Aware Order Pricing for Hub Mobility Services.
IEEE Trans. Knowl. Data Eng., June, 2025

A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation.
CoRR, February, 2025

Numerical Estimation of Spatial Distributions Under Differential Privacy.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Asking Diversified Reasonable Questions with External Commonsense Knowledge to Infer Inconsistency for Multi-modal Clickbait Detection.
Proceedings of the Database Systems for Advanced Applications, 2025

Demand-Oriented Route Recommendation for Shared Mobility Services.
Proceedings of the Database Systems for Advanced Applications, 2025

2024
Longer Pick-Up for Less Pay: Towards Discount-Based Mobility Services.
IEEE Trans. Knowl. Data Eng., 2024

Weighted Linear Regression with Optimized Gap for Learned Index.
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Privacy-Preserving Traffic Flow Release with Consistency Constraints.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Wait to be Faster: A Smart Pooling Framework for Dynamic Ridesharing.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

TrendSharing: A Framework to Discover and Follow the Trends for Shared Mobility Services.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Accelerating Training of Large Neural Models by Gradient-Based Growth Learning.
Proceedings of the Database Systems for Advanced Applications, 2024

Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Continuous Geo-Social Group Monitoring in Dynamic LBSNs.
IEEE Trans. Knowl. Data Eng., August, 2023

Centralized Routing for Bike-Sharing Systems.
IEEE Trans. Knowl. Data Eng., 2023

Opponent-aware Order Pricing towards Hub-oriented Mobility Services.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Dynamic Private Task Assignment under Differential Privacy.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Accurate and Efficient Trajectory-Based Contact Tracing with Secure Computation and Geo-Indistinguishability.
Proceedings of the Database Systems for Advanced Applications, 2023

Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Privacy-preserving worker allocation in crowdsourcing.
VLDB J., 2022

Online Ridesharing with Meeting Points.
Proc. VLDB Endow., 2022

Online Ridesharing with Meeting Points [Technical Report].
CoRR, 2022

Crowdsourced Fact Validation for Knowledge Bases.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing.
Proc. VLDB Endow., 2021

A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing [technical report].
CoRR, 2021

Efficiently Discovering Regions of Interest with User-Defined Score Function.
Proceedings of the Database Systems for Advanced Applications, 2021

Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Demand-Aware Route Planning for Shared Mobility Services.
Proc. VLDB Endow., 2020

Stable Learned Bloom Filters for Data Streams.
Proc. VLDB Endow., 2020

SPARQL Rewriting: Towards Desired Results.
Proceedings of the 2020 International Conference on Management of Data, 2020

RIDE: A System for Generalized Region of Interest Discovery and Exploration.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing.
Proceedings of the Database Systems for Advanced Applications, 2020

2019
DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks.
IEEE Trans. Knowl. Data Eng., 2019

Auction-Based Order Dispatch and Pricing in Ridesharing.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018
Order Dispatch in Price-aware Ridesharing.
Proc. VLDB Endow., 2018

Multi-Campaign Oriented Spatial Crowdsourcing.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Maximizing Acceptance in Rejection-aware Spatial Crowdsourcing.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017


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