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Zhongyi Liu 0001
Person information
- affiliation: Ant Group, Beijing, China
Other persons with the same name
- Zhongyi Liu — disambiguation page
- Zhongyi Liu 0002
— TravelSky Technology Limited, Beijing, China - Zhongyi Liu 0003
— University of Sydney, Sydney, NSW, Australia - Zhongyi Liu 0004
— Jilin University, Changchun, China
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2020 – today
- 2025
[c21]Zeyuan Chen, Haiyan Wu, Kaixin Wu, Wei Chen, Mingjie Zhong, Jia Xu, Zhongyi Liu, Wei Zhang:
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting. COLING (Industry) 2025: 784-793
[c20]Kaixin Wu, Yixin Ji, Zeyuan Chen, Qiang Wang, Cunxiang Wang, Hong Liu, Baijun Ji, Jia Xu, Zhongyi Liu, Jinjie Gu, Yuan Zhou, Linjian Mo:
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search. NAACL (Industry Track) 2025: 998-1008
[i17]Songhao Wu, Quan Tu, Hong Liu, Jia Xu, Zhongyi Liu, Guannan Zhang, Ran Wang, Xiuying Chen, Rui Yan:
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search. CoRR abs/2505.14156 (2025)- 2024
[j4]Ling Yang
, Jiayi Zheng
, Heyuan Wang
, Zhongyi Liu
, Zhilin Huang
, Shenda Hong
, Wentao Zhang
, Bin Cui
:
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization. IEEE Trans. Knowl. Data Eng. 36(2): 682-693 (2024)
[j3]Ling Yang
, Zhilin Huang
, Zhilong Zhang
, Zhongyi Liu
, Shenda Hong
, Wentao Zhang
, Wenming Yang
, Bin Cui
, Luxia Zhang
:
Graphusion: Latent Diffusion for Graph Generation. IEEE Trans. Knowl. Data Eng. 36(11): 6358-6369 (2024)
[c19]Yue Wang, Zilong Zheng, Juntao Li, Zhihui Liu, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang:
Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model. LREC/COLING 2024: 16570-16580
[c18]Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin Cui, Muhan Zhang, Jure Leskovec:
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs. ICLR 2024
[c17]Zhaoxin Huan, Ke Ding
, Ang Li, Xiaolu Zhang
, Xu Min, Yong He, Liang Zhang, Jun Zhou
, Linjian Mo
, Jinjie Gu
, Zhongyi Liu, Wenliang Zhong, Guannan Zhang, Chenliang Li, Fajie Yuan:
Exploring Multi-Scenario Multi-Modal CTR Prediction with a Large Scale Dataset. SIGIR 2024: 1232-1241
[c16]Wei Chen
, Yixin Ji
, Zeyuan Chen
, Jia Xu
, Zhongyi Liu
:
LLMGR: Large Language Model-based Generative Retrieval in Alipay Search. SIGIR 2024: 2847-2851
[c15]Mingzhe Li
, Xiuying Chen
, Jing Xiang
, Qishen Zhang
, Changsheng Ma
, Chenchen Dai
, Jinxiong Chang
, Zhongyi Liu
, Guannan Zhang
:
Multi-Intent Attribute-Aware Text Matching in Searching. WSDM 2024: 360-368
[c14]Xiaojie Sun
, Keping Bi
, Jiafeng Guo
, Sihui Yang
, Qishen Zhang
, Zhongyi Liu
, Guannan Zhang
, Xueqi Cheng
:
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval. WSDM 2024: 674-682
[c13]Yue Wang
, Zilong Zheng
, Zecheng Tang
, Juntao Li
, Zhihui Liu
, Kunlong Chen
, Jinxiong Chang
, Qishen Zhang
, Zhongyi Liu
, Min Zhang
:
Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline. WSDM 2024: 769-778
[c12]Songhao Wu
, Quan Tu
, Hong Liu
, Jia Xu
, Zhongyi Liu
, Guannan Zhang
, Ran Wang
, Xiuying Chen
, Rui Yan
:
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search. WWW 2024: 1509-1518
[i16]Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang:
Multi-Intent Attribute-Aware Text Matching in Searching. CoRR abs/2402.07788 (2024)
[i15]Kaiming Shen, Xichen Ding, Zixiang Zheng, Yuqi Gong, Qianqian Li, Zhongyi Liu, Guannan Zhang:
SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation. CoRR abs/2407.10714 (2024)
[i14]Zeyuan Chen, Haiyan Wu, Kaixin Wu, Wei Chen, Mingjie Zhong, Jia Xu, Zhongyi Liu, Wei Zhang:
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting. CoRR abs/2408.09439 (2024)
[i13]Kaixin Wu, Yixin Ji, Zeyuan Chen, Qiang Wang, Cunxiang Wang, Hong Liu, Baijun Ji, Jia Xu, Zhongyi Liu, Jinjie Gu, Yuan Zhou, Linjian Mo:
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search. CoRR abs/2412.01269 (2024)- 2023
[j2]Youru Li
, Xiaobo Guo, Wenfang Lin, Mingjie Zhong, Qunwei Li, Zhongyi Liu, Wenliang Zhong, Zhenfeng Zhu
:
Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. IEEE Trans. Knowl. Data Eng. 35(1): 647-657 (2023)
[c11]Yue Wang
, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang
, Zhongyi Liu, Guannan Zhang, Min Zhang:
Towards Better Hierarchical Text Classification with Data Generation. ACL (Findings) 2023: 7722-7739
[c10]Ke Tu
, Wei Qu
, Zhengwei Wu
, Zhiqiang Zhang
, Zhongyi Liu
, Yiming Zhao
, Le Wu
, Jun Zhou
, Guannan Zhang
:
Disentangled Interest importance aware Knowledge Graph Neural Network for Fund Recommendation. CIKM 2023: 2482-2491
[c9]Xiaojie Sun
, Keping Bi
, Jiafeng Guo
, Xinyu Ma
, Yixing Fan
, Hongyu Shan
, Qishen Zhang
, Zhongyi Liu
:
Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval. CIKM 2023: 4300-4304
[c8]Zeyuan Chen
, Wei Chen
, Jia Xu
, Zhongyi Liu
, Wei Zhang
:
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning. CIKM 2023: 4516-4522
[c7]Yuqi Gong
, Xichen Ding
, Yehui Su
, Kaiming Shen
, Zhongyi Liu
, Guannan Zhang
:
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario. CIKM 2023: 4595-4601
[c6]Weifan Wang, Binbin Hu, Zhicheng Peng, Mingjie Zhong, Zhiqiang Zhang, Zhongyi Liu, Guannan Zhang, Jun Zhou:
GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning. ICDE 2023: 3182-3195
[c5]Chen Jiang
, Hong Liu
, Xuzheng Yu
, Qing Wang
, Yuan Cheng
, Jia Xu
, Zhongyi Liu
, Qingpei Guo
, Wei Chu
, Ming Yang
, Yuan Qi
:
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning. ACM Multimedia 2023: 4626-4636
[c4]Hongyu Shan
, Qishen Zhang
, Zhongyi Liu
, Guannan Zhang
, Chenliang Li
:
Beyond Two-Tower: Attribute Guided Representation Learning for Candidate Retrieval. WWW 2023: 3173-3181
[i12]Weifan Wang, Binbin Hu, Zhicheng Peng, Mingjie Zhong, Zhiqiang Zhang, Zhongyi Liu, Guannan Zhang, Jun Zhou:
GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning. CoRR abs/2304.12537 (2023)
[i11]Ling Yang, Jiayi Zheng, Heyuan Wang, Zhongyi Liu, Zhilin Huang, Shenda Hong, Wentao Zhang, Bin Cui:
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization. CoRR abs/2306.15902 (2023)
[i10]Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin Cui, Muhan Zhang, Jure Leskovec:
VQGraph: Graph Vector-Quantization for Bridging GNNs and MLPs. CoRR abs/2308.02117 (2023)
[i9]Zeyuan Chen, Wei Chen, Jia Xu, Zhongyi Liu, Wei Zhang:
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning. CoRR abs/2308.05379 (2023)
[i8]Xiaojie Sun, Keping Bi, Jiafeng Guo, Xinyu Ma, Yixing Fan, Hongyu Shan, Qishen Zhang, Zhongyi Liu:
Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval. CoRR abs/2308.11474 (2023)
[i7]Yue Wang, Xinrui Wang, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang:
Harnessing the Power of David against Goliath: Exploring Instruction Data Generation without Using Closed-Source Models. CoRR abs/2308.12711 (2023)
[i6]Zhaoxin Huan, Ke Ding, Ang Li, Xiaolu Zhang, Xu Min, Yong He, Liang Zhang, Jun Zhou, Linjian Mo, Jinjie Gu, Zhongyi Liu, Wenliang Zhong, Guannan Zhang:
AntM2C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction. CoRR abs/2308.16437 (2023)
[i5]Yuqi Gong, Xichen Ding, Yehui Su, Kaiming Shen, Zhongyi Liu, Guannan Zhang:
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario. CoRR abs/2309.08939 (2023)
[i4]Chen Jiang, Hong Liu, Xuzheng Yu, Qing Wang, Yuan Cheng, Jia Xu, Zhongyi Liu, Qingpei Guo, Wei Chu, Ming Yang, Yuan Qi:
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning. CoRR abs/2309.11082 (2023)
[i3]Xiaojie Sun, Keping Bi, Jiafeng Guo, Sihui Yang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Xueqi Cheng:
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval. CoRR abs/2312.02538 (2023)- 2022
[c3]Mingzhe Li
, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang
, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan:
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. ACL (1) 2022: 4432-4441
[c2]Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun
:
Automatic Expert Selection for Multi-Scenario and Multi-Task Search. SIGIR 2022: 1535-1544
[i2]Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan:
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. CoRR abs/2205.13346 (2022)
[i1]Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun
:
Automatic Expert Selection for Multi-Scenario and Multi-Task Search. CoRR abs/2205.14321 (2022)
2010 – 2019
- 2018
[c1]Yingxia Shao, Kai Lei
, Lei Chen, Zi Huang
, Bin Cui
, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. ICDE 2018: 1753-1754- 2017
[j1]Yingxia Shao, Kai Lei
, Lei Chen, Zi Huang
, Bin Cui
, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. IEEE Trans. Knowl. Data Eng. 29(10): 2210-2222 (2017)
Coauthor Index

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last updated on 2026-03-27 01:49 CET by the dblp team
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