Zheng Chen

35 papers A* 1A 2C 1Misc 3Journal 15Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
KDD Workshop on Evaluation and Trustworthiness of Agentic and Generative AI.
KDD (2)
Yuan Ling, Shujing Dong, Zheng Chen, Yarong Feng, Sadid Hasan, George Karypis, Chandan K. Reddy
2025 Misc conf
Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application.
ICASSP
Elan Markowitz, Ziyan Jiang, Fan Yang, Xing Fan, Zheng Chen, Greg Ver Steeg, Aram Galstyan
2024 J jnl
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs.
CoRR
Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu
2024 — conf
RecMind: Large Language Model Powered Agent For Recommendation.
NAACL-HLT (Findings)
Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Yanbin Lu, Xiaojiang Huang, Yingzhen Yang
2023 — conf
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding.
EMNLP (Industry Track)
Zheng Chen, Ziyan Jiang, Fan Yang, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Aram Galstyan
2023 J jnl
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding.
CoRR
Zheng Chen, Ziyan Jiang, Fan Yang
2023 — conf
Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting.
EMNLP (Industry Track)
Xinli Yu, Zheng Chen, Yanbin Lu
2023 Misc conf
KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting.
ICASSP
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
2023 J jnl
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting.
CoRR
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
2023 J jnl
RecMind: Large Language Model Powered Agent For Recommendation.
CoRR
Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang
2023 J jnl
Temporal Data Meets LLM - Explainable Financial Time Series Forecasting.
CoRR
Xinli Yu, Zheng Chen, Yuan Ling, Shujing Dong, Zongyi Liu, Yanbin Lu
2023 A conf
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.
CIKM
Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian J. McAuley, Aram Galstyan, Xiaohua Hu, Jie Yang
2022 — conf
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation.
NAACL-HLT
Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu, Fan Xing, Chenlei Guo, Yang Liu
2020 J jnl
An Ontology-driven Treatment Article Retrieval System for Precision Oncology.
CoRR
Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova
2020 J jnl
Authors' status and the perceived quality of their work: Measuring citation sentiment change in nobel articles.
J. Assoc. Inf. Sci. Technol.
Erjia Yan, Zheng Chen, Kai Li
2020 J jnl
Neural Stochastic Block Model & Scalable Community-Based Graph Learning.
CoRR
Zheng Chen, Xinli Yu, Yuan Ling, Xiaohua Hu
2020 J jnl
Pre-Training for Query Rewriting in A Spoken Language Understanding System.
CoRR
Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo
2020 Misc conf
Pre-Training for Query Rewriting in a Spoken Language Understanding System.
ICASSP
Zheng Chen, Xing Fan, Yuan Ling
2020 J jnl
The relationship between journal citation impact and citation sentiment: A study of 32 million citances in PubMed Central.
Quant. Sci. Stud.
Erjia Yan, Zheng Chen, Kai Li
2020 J jnl
WMGCN: Weighted Meta-Graph Based Graph Convolutional Networks for Representation Learning in Heterogeneous Networks.
IEEE Access
Jinli Zhang, Zongli Jiang, Zheng Chen, Xiaohua Hu
2019 J jnl
Large-Scale Joint Topic, Sentiment & User Preference Analysis for Online Reviews.
CoRR
Xinli Yu, Zheng Chen, Wei-Shih Yang, Xiaohua Hu, Erjia Yan
2019 — conf
Predicting Disease-related RNA Associations based on Graph Convolutional Attention Network.
BIBM
Jinli Zhang, Xiaohua Hu, Zongli Jiang, Bo Song, Wei Quan, Zheng Chen
2018 — conf
Aligning Multiple PPI Networks with Representation Learning on Networks.
BIBM
Bo Song, Jianliang Gao, Hongliang Du, Zheng Chen, Xiaohua Hu
2018 — conf
BANN: A Framework for Aspect-Level Opinion Mining.
ICIT
Wei Quan, Zheng Chen, Xiaohua Tony Hu
2018 — conf
Comparative Study of CNN and LSTM based Attention Neural Networks for Aspect-Level Opinion Mining.
IEEE BigData
Wei Quan, Zheng Chen, Jianliang Gao, Xiaohua Tony Hu
2018 — conf
Correlated Anomaly Detection from Large Streaming Data.
IEEE BigData
Zheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan
2018 J jnl
Correlated Anomaly Detection from Large Streaming Data.
CoRR
Zheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan
2018 — conf
Distributed Top-k Subgraph Matching in A Big Graph.
IEEE BigData
Jianliang Gao, Chuqi Lei, Ling Tian, Yuan Ling, Zheng Chen, Bo Song
2018 J jnl
Fast Botnet Detection From Streaming Logs Using Online Lanczos Method.
CoRR
Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan
2018 J jnl
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews.
CoRR
Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu
2017 A conf
Community-Based Network Alignment for Large Attributed Network.
CIKM
Zheng Chen, Xinli Yu, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang
2017 A* conf
Counter Deanonymization Query: H-index Based
SIGIR
Jianliang Gao, Bo Song, Zheng Chen, Weimao Ke, Wanying Ding, Xiaohua Hu
2017 — conf
Fast botnet detection from streaming logs using online lanczos method.
IEEE BigData
Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan
2017 — conf
Large-scale joint topic, sentiment & user preference analysis for online reviews.
IEEE BigData
Xinli Yu, Zheng Chen, Wei-Shih Yang, Xiaohua Hu, Erjia Yan, Guangrong Li
2016 C conf
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews.
ACML
Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu