Zhongyi Liu

Orcid: 0009-0007-6184-7669

According to our database1, Zhongyi Liu authored at least 59 papers between 2007 and 2024.

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Bibliography

2024
Graphusion: Latent Diffusion for Graph Generation.
IEEE Trans. Knowl. Data Eng., November, 2024

Dynamic Graph Contrastive Learning via Maximize Temporal Consistency.
Pattern Recognit., April, 2024

Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization.
IEEE Trans. Knowl. Data Eng., February, 2024

Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting.
CoRR, 2024

SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation.
CoRR, 2024

Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization.
CoRR, 2024

Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search.
Proceedings of the ACM on Web Conference 2024, 2024

Towards Alignment-Uniformity Aware Representation in Graph Contrastive Learning.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Multi-Intent Attribute-Aware Text Matching in Searching.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

LLMGR: Large Language Model-based Generative Retrieval in Alipay Search.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Exploring Multi-Scenario Multi-Modal CTR Prediction with a Large Scale Dataset.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Role of Platform Governance in Shaping Consumer Engagement: The Case of STEAM Platform.
Proceedings of the 45th International Conference on Information Systems, 2024

Developing a Safety Motion Planning Model for General Users Based on Motion Planning with Speed Variation in Human-Industrial Robot Collaboration (HIRC).
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction.
IEEE Trans. Knowl. Data Eng., 2023

AntM<sup>2</sup>C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction.
CoRR, 2023

Harnessing the Power of David against Goliath: Exploring Instruction Data Generation without Using Closed-Source Models.
CoRR, 2023

VQGraph: Graph Vector-Quantization for Bridging GNNs and MLPs.
CoRR, 2023

Beyond Two-Tower: Attribute Guided Representation Learning for Candidate Retrieval.
Proceedings of the ACM Web Conference 2023, 2023

Unlocking Consumer Conversion: Insight for Designing Experience Products in a Platform Ecosystem.
Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023

Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Disentangled Interest importance aware Knowledge Graph Neural Network for Fund Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

An Unified Search and Recommendation Foundation Model for Cold-Start Scenario.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Towards Better Hierarchical Text Classification with Data Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Automatic Expert Selection for Multi-Scenario and Multi-Task Search.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Cross-Domain Product Search with Knowledge Graph.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Benefits of third-party logistics firms as financing providers.
Eur. J. Oper. Res., 2021

Coordinating Vulnerable Supply Chains with Option Contracts.
Asia Pac. J. Oper. Res., 2021

2020
The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba.
Manag. Sci., 2020

DKEN: Deep knowledge-enhanced network for recommender systems.
Inf. Sci., 2020

Attribute-Based Searchable Encryption Scheme with Fuzzy Keywords.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

Forward Secure Conjunctive-Keyword Searchable Symmetric Encryption Using Shamir Threshold Secret Sharing Scheme.
Proceedings of the Applications and Techniques in Information Security, 2020

2019
Police staffing and workload assignment in law enforcement using multi-server queueing models.
Eur. J. Oper. Res., 2019

Towards Realizing Authorized Encrypted Search with Designed Access Policy.
Proceedings of the Science of Cyber Security - Second International Conference, 2019

2018
信息隐藏中伪随机序列碰撞问题的算法改进 (Algorithm Improvement of Pseudo-random Sequence Collision in Information Hiding).
计算机科学, 2018

2017
Fast Parallel Path Concatenation for Graph Extraction.
IEEE Trans. Knowl. Data Eng., 2017

Scalable Graph Embedding for Asymmetric Proximity.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014
An iteratively approximated gradient projection algorithm for sparse signal reconstruction.
Appl. Math. Comput., 2014

Impacts of Inventory Billboard Effect on RFID Implementation Strategy.
Proceedings of the Enterprise Systems Conference, 2014

2012
A Predictor-corrector algorithm with multiple corrections for convex quadratic programming.
Comput. Optim. Appl., 2012

2011
A full-NT-step infeasible interior-point algorithm for SDP based on kernel functions.
Appl. Math. Comput., 2011

BFBD: A Bloom Filter based Buffering Data Dissemination algorithm for Vehicular Ad hoc Networks.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2009
Metrics and Algorithms for Scheduling of Data Dissemination in Mesh Units Assisted Vehicular Networks.
Wirel. Sens. Netw., 2009

GOSR: geographical opportunistic source routing for VANETs.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2009

An Opportunistic Approach to Enhance the Geo-graphical Source Routing Protocol for Vehicular Ad hoc Networks.
Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

2007
An infeasible interior-point algorithm with full-Newton step for linear optimization.
Numer. Algorithms, 2007

An analytical flow control scheme for real-time traffic in wireless mesh network: from theoretic model to practical mechanism.
Proceedings of the 4th International Conference on Mobile Technology, 2007

A Clustering-Based Channel Assignment Algorithm and Routing Metric for Multi-channel Wireless Mesh Networks.
Proceedings of the Parallel and Distributed Processing and Applications, 2007


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