Peilin Zhou - RankMe

73 papers A* 7A 6B 3Misc 4Journal 46Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation. WWW Yifan Shao, Peilin Zhou, Shoujin Wang, Weizhi Zhang, Sunghun Kim, Xu Cai
2026	J	`jnl`	Understanding and manipulating color representations in CLIP. Neurocomputing Peilin Zhou, Jiongyi Wang, Yanmin Dai, Hanyu Du, Yuliang Gu, Yongchao Xu
2026	J	`jnl`	Zero-Parameter Attention Sharing Transformer for Joint Human Activity and Identity Recognition. IEEE Trans. Artif. Intell. Shuokang Huang, Po-Yu Chen, Peilin Zhou, Kaihan Li, Julie A. McCann
2025	J	`jnl`	BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese. CoRR Peilin Zhou, Bruce Leon, Xiang Ying, Can Zhang, Yifan Shao, Qichen Ye, Dading Chong, Zhiling Jin, Chenxuan Xie, Meng Cao, Yuxin Gu, Sixin Hong, Jing Ren, Jian Chen, Chao Liu, Yining Hua
2025	J	`jnl`	Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap. CoRR Weizhi Zhang, Yuanchen Bei, Liangwei Yang, Henry Peng Zou, Peilin Zhou, Aiwei Liu, Yinghui Li, Hao Chen, Jianling Wang, Yu Wang, Feiran Huang, Sheng Zhou, Jiajun Bu, Allen Lin, James Caverlee, Fakhri Karray, Irwin King, Philip S. Yu
2025	J	`jnl`	Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation. CoRR Siyuan Li, Jian Chen, Rui Yao, Xuming Hu, Peilin Zhou, Weihua Qiu, Simin Zhang, Chucheng Dong, Zhiyao Li, Qipeng Xie, Zixuan Yuan
2025	J	`jnl`	DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation. CoRR Yifan Shao, Peilin Zhou, Shoujin Wang, Weizhi Zhang, Xu Cai, Sunghun Kim
2025	—	`conf`	DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction. EMNLP (Findings) Jian Chen, Zhenyan Chen, Xuming Hu, Peilin Zhou, Yining Hua, Han Fang, Cissy Hing Yee Choy, Xinmei Ke, Jingfeng Luo, Zixuan Yuan
2025	J	`jnl`	DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction. CoRR Jian Chen, Zhenyan Chen, Xuming Hu, Peilin Zhou, Yining Hua, Han Fang, Cissy Hing Yee Choy, Xinmei Ke, Jingfeng Luo, Zixuan Yuan
2025	J	`jnl`	From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents. CoRR Weizhi Zhang, Yangning Li, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Wei-Chieh Huang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu
2025	J	`jnl`	Intent-Guided Reasoning for Sequential Recommendation. CoRR Yifan Shao, Peilin Zhou
2025	J	`jnl`	Structural and Disentangled Adaptation of Large Vision Language Models for Multimodal Recommendation. CoRR Zhongtao Rao, Peilin Zhou, Dading Chong, Zhiwei Chen, Shoujin Wang, Nan Tang
2025	J	`jnl`	What Matters in LLM-Based Feature Extractor for Recommender? A Systematic Analysis of Prompts, Models, and Adaptation. CoRR Kainan Shi, Peilin Zhou, Ge Wang, Han Ding, Fei Wang
2025	A*	`conf`	When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study. WWW Peilin Zhou, Chao Liu, Jing Ren, Xinfeng Zhou, Yueqi Xie, Meng Cao, Zhongtao Rao, You-Liang Huang, Dading Chong, Junling Liu, Jae Boum Kim, Shoujin Wang, Raymond Chi-Wing Wong, Sunghun Kim
2025	J	`jnl`	You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations. CoRR Hongbin Na, Zimu Wang, Zhaoming Chen, Peilin Zhou, Yining Hua, Grace Ziqi Zhou, Haiyang Zhang, Tao Shen, Wei Wang, John B. Torous, Shaoxiong Ji, Ling Chen
2024	J	`jnl`	CellSeg1: Robust Cell Segmentation with One Training Image. CoRR Peilin Zhou, Bo Du, Yongchao Xu
2024	—	`conf`	FinTextQA: A Dataset for Long-form Financial Question Answering. ACL (1) Jian Chen, Peilin Zhou, Yining Hua, Loh Xin, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang
2024	J	`jnl`	FinTextQA: A Dataset for Long-form Financial Question Answering. CoRR Jian Chen, Peilin Zhou, Yining Hua, Yingxin Loh, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang
2024	J	`jnl`	FinTruthQA: A Benchmark Dataset for Evaluating the Quality of Financial Information Disclosure. CoRR Ziyue Xu, Peilin Zhou, Xinyu Shi, Jiageng Wu, Yikang Jiang, Bin Ke, Jie Yang
2024	A*	`conf`	Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation. WWW Peilin Zhou, You-Liang Huang, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Sunghun Kim
2024	J	`jnl`	Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation. CoRR Peilin Zhou, You-Liang Huang, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Sunghun Kim
2024	J	`jnl`	Large Language Models in Mental Health Care: a Scoping Review. CoRR Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam
2024	—	`conf`	Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation. MICCAI (8) Zhikai Wei, Wenhui Dong, Peilin Zhou, Yuliang Gu, Zhou Zhao, Yongchao Xu
2024	J	`jnl`	Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation. CoRR Zhikai Wei, Wenhui Dong, Peilin Zhou, Yuliang Gu, Zhou Zhao, Yongchao Xu
2024	—	`conf`	Shifted Autoencoders for Point Annotation Restoration in Object Counting. ECCV (25) Yuda Zou, Xin Xiao, Peilin Zhou, Zhichao Sun, Bo Du, Yongchao Xu
2024	J	`jnl`	Streamlining social media information retrieval for public health research with deep learning. J. Am. Medical Informatics Assoc. Yining Hua, Jiageng Wu, Shixu Lin, Minghui Li, Yujie Zhang, Dinah Foer, Siwen Wang, Peilin Zhou, Jie Yang, Li Zhou
2024	J	`jnl`	Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps. CoRR Jian Chen, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao, Yaowei Li, Zixuan Yuan, Bing Zhu, Junwei Liang
2023	J	`jnl`	A Survey of Large Language Models in Medicine: Progress, Application, and Challenge. CoRR Hongjian Zhou, Boyang Gu, Xinyu Zou, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Xian Wu, Zheng Li, Fenglin Liu
2023	A	`conf`	Attention Calibration for Transformer-based Sequential Recommendation. CIKM Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim
2023	J	`jnl`	Attention Calibration for Transformer-based Sequential Recommendation. CoRR Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim
2023	J	`jnl`	Benchmarking Large Language Models on CMExam - A Comprehensive Chinese Medical Exam Dataset. CoRR Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, Michael Lingzhi Li
2023	A*	`conf`	Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset. NeurIPS Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, Michael Lingzhi Li
2023	A	`conf`	Equivariant Contrastive Learning for Sequential Recommendation. RecSys Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Jaeboum Kim, Shoujin Wang, Sunghun Kim
2023	J	`jnl`	Exploring Recommendation Capabilities of GPT-4V(ision): A Preliminary Case Study. CoRR Peilin Zhou, Meng Cao, You-Liang Huang, Qichen Ye, Peiyan Zhang, Junling Liu, Yueqi Xie, Yining Hua, Jaeboum Kim
2023	A*	`conf`	GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost. IJCAI Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang
2023	J	`jnl`	LLMRec: Benchmarking Large Language Models on Recommendation Task. CoRR Junling Liu, Chao Liu, Peilin Zhou, Qichen Ye, Dading Chong, Kang Zhou, Yueqi Xie, Yuwei Cao, Shoujin Wang, Chenyu You, Philip S. Yu
2023	Misc	`conf`	Masked Spectrogram Prediction for Self-Supervised Audio Pre-Training. ICASSP Dading Chong, Helin Wang, Peilin Zhou, Qingcheng Zeng
2023	J	`jnl`	Noised Autoencoders for Point Annotation Restoration in Object Counting. CoRR Yuda Zou, Xin Xiao, Peilin Zhou, Zhichao Sun, Bo Du, Yongchao Xu
2023	J	`jnl`	Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare. CoRR Junling Liu, Ziming Wang, Qichen Ye, Dading Chong, Peilin Zhou, Yining Hua
2023	J	`jnl`	Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model. CoRR Qichen Ye, Junling Liu, Dading Chong, Peilin Zhou, Yining Hua, Andrew Liu
2023	A	`conf`	Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems. RecSys Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jae Boum Kim, Fangzhao Wu, Sunghun Kim
2023	J	`jnl`	Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems. CoRR Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jaeboum Kim, Fangzhao Wu, Sunghun Kim
2023	J	`jnl`	Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning. CoRR Yining Hua, Shixu Lin, Minghui Li, Yujie Zhang, Peilin Zhou, Ying-Chih Lo, Li Zhou, Jie Yang
2022	A	`conf`	Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection. INTERSPEECH Peilin Zhou, Dading Chong, Helin Wang, Qingcheng Zeng
2022	J	`jnl`	Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection. CoRR Peilin Zhou, Dading Chong, Helin Wang, Qingcheng Zeng
2022	A*	`conf`	Decoupled Side Information Fusion for Sequential Recommendation. SIGIR Yueqi Xie, Peilin Zhou, Sunghun Kim
2022	J	`jnl`	Decoupled Side Information Fusion for Sequential Recommendation. CoRR Yueqi Xie, Peilin Zhou, Sunghun Kim
2022	J	`jnl`	Equivariant Contrastive Learning for Sequential Recommendation. CoRR Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Sunghun Kim
2022	J	`jnl`	GreenPLM: Cross-lingual pre-trained language models conversion with (almost) no cost. CoRR Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Jie Yang
2022	Misc	`conf`	Joint Multiple Intent Detection and Slot Filling Via Self-Distillation. ICASSP Lisong Chen, Peilin Zhou, Yuexian Zou
2022	A	`conf`	Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective. INTERSPEECH Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
2022	J	`jnl`	Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective. CoRR Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
2022	A*	`conf`	METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets. NeurIPS Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang
2022	J	`jnl`	METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets. CoRR Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang
2022	J	`jnl`	Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training. CoRR Dading Chong, Helin Wang, Peilin Zhou, Qingcheng Zeng
2021	Misc	`conf`	Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. ICASSP Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou
2021	J	`jnl`	Joint Multiple Intent Detection and Slot Filling via Self-distillation. CoRR Lisong Chen, Peilin Zhou, Yuexian Zou
2021	A	`conf`	Semantic Transportation Prototypical Network for Few-Shot Intent Detection. Interspeech Weiyuan Xu, Peilin Zhou, Chenyu You, Yuexian Zou
2021	Misc	`conf`	Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding. ICASSP Zhiqi Huang, Fenglin Liu, Peilin Zhou, Yuexian Zou
2020	J	`jnl`	Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. CoRR Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou
2020	J	`jnl`	On detecting urgency in short crisis messages using minimal supervision and transfer learning. Soc. Netw. Anal. Min. Mayank Kejriwal, Peilin Zhou
2020	B	`conf`	PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. ICPR Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou
2020	J	`jnl`	PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. CoRR Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou
2019	J	`jnl`	Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation. IEEE Access Jingzhou Chen, Siyu Chen, Peilin Zhou, Yuntao Qian
2019	J	`jnl`	Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation. CoRR Jingzhou Chen, Siyu Chen, Peilin Zhou, Yuntao Qian
2019	B	`conf`	Low-supervision urgency detection and transfer in short crisis messages. ASONAM Mayank Kejriwal, Peilin Zhou
2019	J	`jnl`	Low-supervision urgency detection and transfer in short crisis messages. CoRR Mayank Kejriwal, Peilin Zhou
2019	B	`conf`	SAVIZ: interactive exploration and visualization of situation labeling classifiers over crisis social media data. ASONAM Mayank Kejriwal, Peilin Zhou
2019	J	`jnl`	Traceable-then-revocable ciphertext-policy attribute-based encryption scheme. Future Gener. Comput. Syst. Zhenhua Liu, Shuhong Duan, Peilin Zhou, Baocang Wang
2016	—	`conf`	A privacy-preserving personal health record with searchability and revocability using attribute-based encryption. BWCCA Shuhong Duan, Zhenhua Liu, Peilin Zhou
2016	—	`conf`	Flexible Attribute-Based Keyword Search via Two Access Policies. BWCCA Peilin Zhou, Zhenhua Liu, Shuhong Duan
2015	J	`jnl`	Cutting tool operational reliability prediction based on acoustic emission and logistic regression model. J. Intell. Manuf. Hongkun Li, Yinhu Wang, Pengshi Zhao, Xiaowen Zhang, Peilin Zhou
2015	—	`conf`	Finite element simulation of stress relaxation process in living cells. NEMS Fanan Wei, Peilin Zhou, Guangyong Li, Lianqing Liu