Zhiyu Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
75
Venues
34
Active years
2014–2026
Best venue rank
A*
Where they publish
- A*EMNLP16 papers
- A*ACL12 papers
- A*SIGIR4 papers
- BICIP4 papers
- A*ICDE3 papers
- ANAACL3 papers
- A*WWW3 papers
- A*AAAI2 papers
- A*ICML2 papers
- MulticonferenceICASSP2 papers
- BPAKDD1 paper
- BDASFAA1 paper
- BPIMRC1 paper
- BCogSci1 paper
- BCOLING1 paper
- BICONIP1 paper
- BIJCNN1 paper
- BCOMPSAC1 paper
- A*KDD1 paper
- A*MICRO1 paper
- AWSDM1 paper
- A*HPCA1 paper
- A*ICLR1 paper
- A*MOBICOM1 paper
- CACML1 paper
- ACIKM1 paper
- A*CVPR1 paper
- AEACL1 paper
- NationalHOTI1 paper
- AISLPED1 paper
- AECIR1 paper
- BIWCMC1 paper
- NationalICNC1 paper
- CBIBE1 paper
Papers
75 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue. | Naveen Janaki Raman, Jingwu Tang, Zhiyu Chen, Zheyuan Ryan Shi, Sean Hudson, Ameesh Kapoor, Fei Fang |
| 2026 | ACL | Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers. | Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen |
| 2026 | ACL | Preference Learning Unlocks LLMs' Psycho-Counseling Skills. | Mian Zhang, Shaun M. Eack, Zhiyu Chen |
| 2026 | ICDE | Updatable Balanced Index for Fast on-Device Search with Auto-Selection Model. | Yushuai Ji, Sheng Wang, Zhiyu Chen, Yuan Sun, Zhiyong Peng |
| 2026 | PAKDD | Evaluation Metrics for Data Valuation Methods. | Zhiyu Chen, Jicong Fan |
| 2025 | ACL | IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction. | Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen |
| 2025 | ACL | Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching. | Xiangci Li, Zhiyu Chen, Jason Ingyu Choi, Nikhita Vedula, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2025 | ACL | ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks. | Yu Lin, Ruining Yang, Yunlong Mao, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan, Sheng Zhong |
| 2025 | DASFAA | Exercise Recommendation Based on Feature-Aligned Knowledge Tracing. | Wei Ji, Zhiyu Chen, Jing Xiao |
| 2025 | EMNLP | LLM-Based Dialogue Labeling for Multiturn Adaptive RAG. | Zhiyu Chen, Biancen Xie, Sidarth Srinivasan, Manikandarajan Ramanathan, Rajashekar Maragoud, Qun Liu |
| 2025 | EMNLP | Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty. | Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Chen |
| 2025 | EMNLP | LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research. | Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du |
| 2025 | EMNLP | REIC: RAG-Enhanced Intent Classification at Scale. | Ziji Zhang, Michael Yang, Zhiyu Chen, Yingying Zhuang, Shu-Ting Pi, Qun Liu, Rajashekar Maragoud, Vy Nguyen, Anurag Beniwal |
| 2025 | ICDE | Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces. | Yiqi Li, Sheng Wang, Zhiyu Chen, Shangfeng Chen, Zhiyong Peng |
| 2025 | ICDE | Joinable Search Over Multi-Source Spatial Datasets: Overlap, Coverage, and Efficiency. | Wenzhe Yang, Sheng Wang, Zhiyu Chen, Yuan Sun, Zhiyong Peng |
| 2025 | NAACL | CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy. | Mian Zhang, Xianjun Yang, Xinlu Zhang, Travis Labrum, Jamie C. Chiu, Shaun M. Eack, Fei Fang, William Yang Wang, Zhiyu Chen |
| 2025 | PIMRC | Joint Optimization of Routing and Transmit Strategy in ISAC Multi-Hop Wireless Networks. | Zhiyu Chen, Ming-Min Zhao, Ming Lei, Min-Jian Zhao |
| 2024 | ACL | Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. | Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook |
| 2024 | ACL | Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. | Ltfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi |
| 2024 | CogSci | Dual Contrastive Learning for Next POI Recommendation with Long and Short-Term Trajectory Modeling. | Zhi Liu, Junhui Deng, Deju Zhang, Zhiyu Chen, Guojiang Shen, Xiangjie Kong |
| 2024 | COLING | Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. | Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | EMNLP | Identifying High Consideration E-Commerce Search Queries. | Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Shervin Malmasi |
| 2024 | EMNLP | Multimodal Procedural Planning via Dual Text-Image Prompting. | Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Wang, William Yang Wang |
| 2024 | EMNLP | PATIENT-ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals. | Ruiyi Wang, Stephanie Milani, Jamie C. Chiu, Jiayin Zhi, Shaun M. Eack, Travis Labrum, Samuel M. Murphy, Nev Jones, Kate Hardy, Hong Shen, Fei Fang, Zhiyu Chen |
| 2024 | ICONIP | A Lightweight Multi-Scale Efficient Model for Breast Cancer Detection and Classification in Mammograms. | Zhiyu Chen, Xinhua Zeng, Kai Cheng, Yu Hong, Ying Liu, Run Fang, Chengsheng Liao, Jerome Plain |
| 2024 | IJCNN | A Diffusion Model for Inductive Knowledge Graph Completion. | Zhiyu Chen, Guojiang Shen, Yuqi Shen, Zhi Liu, Xiangjie Kong |
| 2024 | WWW | RecDCL: Dual Contrastive Learning for Recommendation. | Dan Zhang, Yangliao Geng, Wenwen Gong, Zhongang Qi, Zhiyu Chen, Xing Tang, Ying Shan, Yuxiao Dong, Jie Tang |
| 2024 | SIGIR | Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation. | Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Chenliang Li, Dawei Yin, Brian D. Davison |
| 2023 | ACL | Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search. | Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | ACL | Answering Unanswered Questions through Semantic Reformulations in Spoken QA. | Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | COMPSAC | Evaluation of the Relevance of Adverse Drug Reactions Based on ERNIE-DPCNN. | Hongliang Liu, Zhiyu Chen, Miao Yu, Wenbo Cui, Lin Zang, Wei Ren, Yongfang Hou |
| 2023 | EMNLP | Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting. | Zhiyu Chen, Yujie Lu, William Yang Wang |
| 2023 | EMNLP | MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition. | Besnik Fetahu, Zhiyu Chen, Sudipta Kar, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | EMNLP | InstructPTS: Instruction-Tuning LLMs for Product Title Summarization. | Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | ICIP | MGT-PC: Memory-Guided Transformer For Robust Point Cloud Classification. | Huanhuan Lv, Songru Jiang, Yiming Sun, Jia Liu, Zhiyu Chen, Lijun Chen |
| 2023 | ICML | Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. | Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold |
| 2023 | KDD | Robust NLP for Finance (RobustFin). | Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen |
| 2023 | MICRO | CASA: An Energy-Efficient and High-Speed CAM-based SMEM Seeding Accelerator for Genome Alignment. | Yi Huang, Lingkun Kong, Dibei Chen, Zhiyu Chen, Xiangyu Kong, Jianfeng Zhu, Konstantinos Mamouras, Shaojun Wei, Kaiyuan Yang, Leibo Liu |
| 2023 | WSDM | Model-based Unbiased Learning to Rank. | Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Dawei Yin, Brian D. Davison |
| 2022 | AAAI | Inductive Relation Prediction by BERT. | Hanwen Zha, Zhiyu Chen, Xifeng Yan |
| 2022 | EMNLP | ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. | Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang |
| 2022 | EMNLP | Reinforced Question Rewriting for Conversational Question Answering. | Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | HPCA | CAMA: Energy and Memory Efficient Automata Processing in Content-Addressable Memories. | Yi Huang, Zhiyu Chen, Dai Li, Kaiyuan Yang |
| 2022 | ICIP | Simulator Attack+ for Black-Box Adversarial Attack. | Yimu Ji, Jianyu Ding, Zhiyu Chen, Fei Wu, Chi Zhang, Yiming Sun, Jing Sun, Shangdong Liu |
| 2022 | ICLR | F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization. | Qing Jin, Jian Ren, Richard Zhuang, Sumant Hanumante, Zhengang Li, Zhiyu Chen, Yanzhi Wang, Kaiyuan Yang, Sergey Tulyakov |
| 2022 | MOBICOM | Magnetoelectric backscatter communication for millimeter-sized wireless biomedical implants. | Zhanghao Yu, Fatima T. Alrashdan, Wei Wang, Matthew Parker, Xinyu Chen, Frank Y. Chen, Joshua E. Woods, Zhiyu Chen, Jacob T. Robinson, Kaiyuan Yang |
| 2022 | NAACL | KETOD: Knowledge-Enriched Task-Oriented Dialogue. | Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang |
| 2022 | WWW | StruBERT: Structure-aware BERT for Table Search and Matching. | Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang, Brian D. Davison, Jeff Heflin |
| 2021 | ACML | Local Aggressive Adversarial Attacks on 3D Point Cloud. | Yiming Sun, Feng Chen, Zhiyu Chen, Mingjie Wang |
| 2021 | CIKM | MGNETS: Multi-Graph Neural Networks for Table Search. | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Dawei Yin, Brian D. Davison |
| 2021 | CVPR | NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. | Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin |
| 2021 | EACL | HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing. | Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang |
| 2021 | EMNLP | FinQA: A Dataset of Numerical Reasoning over Financial Data. | Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao 'Kenneth' Huang, Bryan R. Routledge, William Yang Wang |
| 2021 | EMNLP | NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. | Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu |
| 2021 | HOTI | Programmable FPGA-based Memory Controller. | Sasindu Wijeratne, Sanket Pattnaik, Zhiyu Chen, Rajgopal Kannan, Viktor K. Prasanna |
| 2021 | ISLPED | MC | Zhiyu Chen, Qing Jin, Jingyu Wang, Yanzhi Wang, Kaiyuan Yang |
| 2021 | SIGIR | WTR: A Test Collection for Web Table Retrieval. | Zhiyu Chen, Shuo Zhang, Brian D. Davison |
| 2020 | ACL | Logical Natural Language Generation from Open-Domain Tables. | Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang |
| 2020 | ACL | Few-Shot NLG with Pre-Trained Language Model. | Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang |
| 2020 | ECIR | Leveraging Schema Labels to Enhance Dataset Search. | Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison |
| 2020 | EMNLP | Logic2Text: High-Fidelity Natural Language Generation from Logical Forms. | Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang |
| 2020 | EMNLP | HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data. | Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang |
| 2020 | ICML | Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification. | Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison |
| 2020 | IWCMC | Reliability Analysis and Optimization Algorithm of Power Communication Network Based on Resource Association Features. | Zhiyuan Ye, Zhiyu Chen, Pengcheng Ni, Qiang Pu, Linglong Li |
| 2020 | SIGIR | Table Search Using a Deep Contextualized Language Model. | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison |
| 2019 | ACL | Global Textual Relation Embedding for Relational Understanding. | Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su |
| 2019 | ICNC | Distributed Network Data Security Protection for SG-eIoT. | Zhiyu Chen, Tianliang Peng, Yanling Zhang, Xuehao Yu, Longchuan Yan, Shaoyan Gong, Xiaolin Liu, Limin Li, Zheping Song, Decheng Wang |
| 2019 | NAACL | How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. | Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang |
| 2018 | BIBE | Software Defined Radio-Based Testbed for Wireless Body Area Network. | Zhiyu Chen, Junchao Wang, Kaining Han, Zeljko Zilic |
| 2018 | WWW | Generating Schema Labels through Dataset Content Analysis. | Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison |
| 2018 | SIGIR | Recognizing Quantity Names for Tabular Data. | Yang Yi, Zhiyu Chen, Jeff Heflin, Brian D. Davison |
| 2016 | ICASSP | Multi-focus pixel-based image fusion in dual domain. | Zhiyu Chen, Shogo Muramatsu |
| 2016 | ICIP | Fast image super-resolution via multiple directional transforms. | Zhiyu Chen, Shogo Muramatsu, Yoshito Abe |
| 2016 | ICIP | Efficient parameter optimization for example-based design of nonseparable oversampled lapped transform. | Shogo Muramatsu, Masaki Ishii, Zhiyu Chen |
| 2014 | ICASSP | Poisson denoising with multiple directional lots. | Zhiyu Chen, Shogo Muramatsu |