RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation.

Jin Zeng Jin Zeng 0001 https://orcid.org/0009-0005-1468-6693 Heilongjiang University, Harbin, China Jin Zeng 0002 https://orcid.org/0000-0002-9879-7761 Northeastern University, Shenyang, China Jin Zeng 0003 https://orcid.org/0000-0001-5302-7176 Xiamen University, Xiamen, China Jin Zeng 0004 https://orcid.org/0000-0002-0180-7733 ongji University, Shanghai, China Jin Zeng 0005 https://orcid.org/0000-0002-7058-5804 Hubei University of Technology, Wuhan, Hubei, China 曾金 Jin Zeng 0006 https://orcid.org/0009-0009-1668-0948 AIxplorerBio Biotech Co., Ltd., Jiaxing, Zhejiang, China

Jin Zeng Yupeng Qi Hui Li Chengming Li Ziyu Lyu Lixin Cui Lu Bai 0001 RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation. 2026 March abs/2603.00638 CoRR https://doi.org/10.48550/arXiv.2603.00638 db/journals/corr/corr2603.html#abs-2603-00638 streams/journals/corr

Haonan Cai Wenkai Liu Hanfa Xing Jin Zeng Sheng Hu 0001 Ci Song A Spatially Constrained Infomap for Spatial Community Detection. 2025 29 Trans. GIS 6 https://doi.org/10.1111/tgis.70114 db/journals/tgis/tgis29.html#CaiLXZHS25 streams/journals/tgis

Wenwen Zhuang Xin Huang Xiantao Zhang 0001 Jin Zeng Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning. 26183-26191 2025 AAAI https://doi.org/10.1609/aaai.v39i24.34815 conf/aaai/2025 db/conf/aaai/aaai2025.html#ZhuangHZZ25 Changjiang Jiang Fengchang Yu Haihua Chen 0002 Wei Lu 0019 Jin Zeng TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data. EMNLP (Findings) 2025 3172-3196 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.169/ db/conf/emnlp/emnlp2025f.html#JiangYCLZ25 streams/conf/emnlp Changyong He Jin Zeng Jiawei Zhang Jiajie Guo Towards Robust Time-Of-Flight Depth Denoising with Confidence-Aware Diffusion Model. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11209166 conf/icmcs/2025 db/conf/icmcs/icme2025.html#HeZZG25 streams/conf/icmcs Jiajie Guo Qingpeng Zhu Jin Zeng Xiaolong Wu Changyong He Weida Wang SpatialGeo: Boosting Spatial Reasoning in Multimodal LLMs via Geometry-Semantics Fusion. 24-29 2025 MMSP https://doi.org/10.1109/MMSP64401.2025.11324169 conf/mmsp/2025 db/conf/mmsp/mmsp2025.html#GuoZZWHW25 streams/conf/mmsp

Ruilin Luo Zhuofan Zheng Yifan Wang Yiyao Yu Xinzhe Ni Zicheng Lin Jin Zeng Yujiu Yang 0001 URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics. 2025 January abs/2501.04686 CoRR https://doi.org/10.48550/arXiv.2501.04686 db/journals/corr/corr2501.html#abs-2501-04686 streams/journals/corr

Changyong He Jin Zeng Jiawei Zhang Jiajie Guo Towards Robust Time-of-Flight Depth Denoising with Confidence-Aware Diffusion Model. 2025 March abs/2503.19448 CoRR https://doi.org/10.48550/arXiv.2503.19448 db/journals/corr/corr2503.html#abs-2503-19448 streams/journals/corr

Weida Wang Changyong He Jin Zeng Di Qiu Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention. 2025 June abs/2506.23542 CoRR https://doi.org/10.48550/arXiv.2506.23542 db/journals/corr/corr2506.html#abs-2506-23542 streams/journals/corr

Weida Wang Dongchen Huang Jiatong Li Tengchao Yang Ziyang Zheng Di Zhang Dong Han Benteng Chen Binzhao Luo Zhiyu Liu Kunling Liu Zhiyuan Gao Shiqi Geng Wei Ma Jiaming Su Xin Li Shuchen Pu Yuhan Shui Qianjia Cheng Zhihao Dou Dongfei Cui Changyong He Jin Zeng Zeke Xie Mao Su Dongzhan Zhou Yuqiang Li Wanli Ouyang Yunqi Cai Xi Dai Shufei Zhang Lei Bai 0001 Jinguang Cheng Zhong Fang Hongming Weng CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics. 2025 August abs/2508.18124 CoRR https://doi.org/10.48550/arXiv.2508.18124 db/journals/corr/corr2508.html#abs-2508-18124 streams/journals/corr

Jin Zeng Dawei Zhan Ruchi Guo Chaozhen Wei Variable-preconditioned transformed primal-dual method for generalized Wasserstein Gradient Flows. 2025 September abs/2509.15385 CoRR https://doi.org/10.48550/arXiv.2509.15385 db/journals/corr/corr2509.html#abs-2509-15385 streams/journals/corr

Weida Wang Benteng Chen Di Zhang 0026 Wanhao Liu Shuchen Pu Ben Gao Jin Zeng Xiaoyong Wei Tianshu Yu 0001 Shuzhou Sun Tianfan Fu Wanli Ouyang Lei Bai 0001 Jiatong Li 0003 Zifu Wang Yuqiang Li Shufei Zhang Chem-R: Learning to Reason as a Chemist. 2025 October abs/2510.16880 CoRR https://doi.org/10.48550/arXiv.2510.16880 db/journals/corr/corr2510.html#abs-2510-16880 streams/journals/corr

Chunyi Zhang Jin Zeng Xiaoqi Li 0001 A Comprehensive Evaluation and Practice of System Penetration Testing. 2025 October abs/2510.26555 CoRR https://doi.org/10.48550/arXiv.2510.26555 db/journals/corr/corr2510.html#abs-2510-26555 streams/journals/corr

Changjiang Jiang Fengchang Yu Haihua Chen 0002 Wei Lu 0019 Jin Zeng TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data. 2025 November abs/2511.02219 CoRR https://doi.org/10.48550/arXiv.2511.02219 db/journals/corr/corr2511.html#abs-2511-02219 streams/journals/corr

Jiajie Guo Qingpeng Zhu Jin Zeng Xiaolong Wu Changyong He Weida Wang SpatialGeo:Boosting Spatial Reasoning in Multimodal LLMs via Geometry-Semantics Fusion. 2025 November abs/2511.17308 CoRR https://doi.org/10.48550/arXiv.2511.17308 db/journals/corr/corr2511.html#abs-2511-17308 streams/journals/corr

Zhihuan Li Junxiong Huang Jingfang Chen 0005 Jin Zeng Hong Jiang Lin Ding Tianzi Zhang Wen Sun Rong Lu Qiuli Zhang Lizhong Liang A deep-learning pipeline for the diagnosis and grading of common blinding ophthalmic diseases based on lesion-focused classification model. 2024 7 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2024.1444136 db/journals/frai/frai7.html#LiHCZJDZSLZL24 streams/journals/frai

Guibin Zhang Kun Wang 0056 Wei Huang 0034 Yanwei Yue Yang Wang 0015 Roger Zimmermann Aojun Zhou Dawei Cheng Jin Zeng Yuxuan Liang 0002 Graph Lottery Ticket Automated. 2024 ICLR https://openreview.net/forum?id=nmBjBZoySX conf/iclr/2024 db/conf/iclr/iclr2024.html#ZhangW0Y0ZZCZL24

Wenwen Zhuang Xin Huang Xiantao Zhang Jin Zeng Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning. 2024 abs/2408.08640 CoRR https://doi.org/10.48550/arXiv.2408.08640 db/journals/corr/corr2408.html#abs-2408-08640 streams/journals/corr

Jin Zeng Yang Liu Gene Cheung Wei Hu Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional Networks. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095900 conf/icassp/2023 db/conf/icassp/icassp2023.html#ZengLCH23 Guangyu Jia Bing Kong Lijin Yang Yong Zhang Jin Zeng Cong Li Yong Zhu Jie Zhang A Framework of Robust Congestion Mitigation with Traffic Estimation, Split Ratio Optimisation and Path Planning. 837-842 2023 ICC Workshops https://doi.org/10.1109/ICCWorkshops57953.2023.10283723 conf/icc/2023w db/conf/icc/icc2023w.html#JiaKYZZLZZ23 Xiaochao Geng Chang Liu 0008 Kang Ning 0003 Jin Zeng Guojun Han Design of an Active Detection and Supervision Mechanism for Malicious Interference cancellation in Vehicular Networks. 1079-1084 2023 WCSP https://doi.org/10.1109/WCSP58612.2023.10405295 conf/wcsp/2023 db/conf/wcsp/wcsp2023.html#GengLNZH23

Andrew Bacon Jin Zeng A Theory of Necessities. 151-199 2022 51 J. Philos. Log. 1 https://doi.org/10.1007/s10992-021-09617-5 db/journals/jphil/jphil51.html#BaconZ22

Yangjun Zhang Xiangyang Yao Hui Zhou Xiaoliang Wu Jianbo Tian Jin Zeng Libin Yan Chen Duan Haoran Liu Heng Li Ke Chen Zhiquan Hu Zhangqun Ye Hua Xu OncoSplicing: an updated database for clinically relevant alternative splicing in 33 human cancers. 1340-1347 2022 50 Nucleic Acids Res. D1 https://doi.org/10.1093/nar/gkab851 db/journals/nar/nar50.html#ZhangYZWTZYDLLC22

Jin Zeng Saghar Bagheri Yang Liu Gene Cheung Wei Hu Sparse Graph Learning with Eigen-gap for Spectral Filter Training in Graph Convolutional Networks. 2022 abs/2202.13526 CoRR https://arxiv.org/abs/2202.13526 db/journals/corr/corr2202.html#abs-2202-13526

Xue Li Cheng Yang Guanrong Zhang Yan Zhang Jianqing Lan Hang Chu Juan Li Wenjuan Xie Shujun Wang Brenda K. Wiederhold Mark D. Wiederhold Li Yan Jin Zeng Intermittent Exotropia Treatment with Dichoptic Visual Training Using a Unique Virtual Reality Platform. 22-30 2019 22 Cyberpsychology Behav. Soc. Netw. 1 https://doi.org/10.1089/cyber.2018.0259 https://www.wikidata.org/entity/Q93236052 db/journals/cbsn/cbsn22.html#LiYZZLCLXWWWYZ19

Li Xu Manqing Huang Jianqing Lan Wanshu Huang Xuelai Wang Guanrong Zhang Xue Li Pang Shasha Hang Chu Brenda K. Wiederhold Mark D. Wiederhold Li Yan Xiaohong Yang Jin Zeng Assessment of Binocular Imbalance with an Augmented Virtual Reality Platform in a Normal Population. 127-131 2019 22 Cyberpsychology Behav. Soc. Netw. 2 https://doi.org/10.1089/cyber.2019.0020 https://www.wikidata.org/entity/Q91701408 db/journals/cbsn/cbsn22.html#XuHLHWZLSCWWYYZ19

Linxia Yao Jidong Ge Chuanyi Li Yuan Yao Zhenhao Li Jin Zeng Bin Luo 0003 Victor Chang 0001 Word Segmentation for Chinese Judicial Documents. 466-478 2019 ICPCSEE (1) https://doi.org/10.1007/978-981-15-0118-0_36 conf/icycsee/2019-1 db/conf/icycsee/icpcsee2019-1.html#YaoGLYLZ0019

Mengyang Chen Jin Zeng Jie Lou A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications. 2019 abs/1905.11393 CoRR http://arxiv.org/abs/1905.11393 db/journals/corr/corr1905.html#abs-1905-11393

Jin Zeng Gene Cheung Antonio Ortega Bipartite Approximation for Graph Wavelet Signal Decomposition. 5466-5480 2017 65 IEEE Trans. Signal Process. 20 https://doi.org/10.1109/TSP.2017.2733489 db/journals/tsp/tsp65.html#ZengCO17

Yufan Yang Yi Feng 0005 Jidong Ge Yemao Zhou Jin Zeng Chuanyi Li Bin Luo 0003 Checking the Statutes in Chinese Judgment Document Based on Editing Distance Algorithm. 197-200 2017 WISA https://doi.org/10.1109/WISA.2017.1 conf/IEEEwisa/2017 db/conf/IEEEwisa/wisa2017.html#YangFGZZLL17 Jin Zeng Jidong Ge Yemao Zhou Yi Feng 0005 Chuanyi Li Zhongjin Li Bin Luo 0003 Statutes Recommendation Based on Text Similarity. 201-204 2017 WISA https://doi.org/10.1109/WISA.2017.52 conf/IEEEwisa/2017 db/conf/IEEEwisa/wisa2017.html#ZengGZFLLL17 Jin Zeng Gene Cheung Yung Hsuan Chao Ian Blanes Joan Serra-Sagristà Antonio Ortega Hyperspectral image coding using graph wavelets. 1672-1676 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296566 conf/icip/2017 db/conf/icip/icip2017.html#ZengCCBSO17 Zhe Wang Jin Zeng Tao Lv Bin Shi Bo Li 0005 CloudAuditor: A Cloud Auditing Framework Based on Nested Virtualization. 50-53 2016 CSCloud https://doi.org/10.1109/CSCloud.2016.40 https://doi.ieeecomputersociety.org/10.1109/CSCloud.2016.40 conf/cscloud/2016 db/conf/cscloud/cscloud2016.html#WangZLSL16 Zhe Wang Jin Zeng Tao Lv Bin Shi Bo Li 0005 A Remote Backup Approach for Virtual Machine Images. 252-255 2016 CSCloud https://doi.org/10.1109/CSCloud.2016.41 https://doi.ieeecomputersociety.org/10.1109/CSCloud.2016.41 conf/cscloud/2016 db/conf/cscloud/cscloud2016.html#WangZLSL16a Jin Zeng Gene Cheung Antonio Ortega Bipartite subgraph decomposition for critically sampled wavelet filterbanks on arbitrary graphs. 6210-6214 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472871 conf/icassp/2016 db/conf/icassp/icassp2016.html#ZengCO16 Lei Yin Jin Zeng Fangwang Liu Bo Li CTPV: A Cloud Testing Platform Based on Virtualization. 425-428 2013 SOSE https://doi.org/10.1109/SOSE.2013.77 https://doi.ieeecomputersociety.org/10.1109/SOSE.2013.77 conf/sose/2013 db/conf/sose/sose2013.html#YinZLL13 Jin Zeng Hailong Sun 0001 Xudong Liu 0001 Ting Deng Jianing Zou PRV: An Approach to Process Model Refactoring in Evolving Process-Aware Information Systems. 441-448 2010 IEEE SCC https://doi.org/10.1109/SCC.2010.19 https://doi.ieeecomputersociety.org/10.1109/SCC.2010.19 conf/IEEEscc/2010 db/conf/IEEEscc/scc2010.html#ZengSLDZ10 Hailong Sun 0001 Xudong Liu 0001 Xiang Li Jin Zeng Zicheng Huang SOARWare: A Service Oriented Software Production and Running Environment. 389-391 2010 APWeb https://doi.org/10.1109/APWeb.2010.48 https://doi.ieeecomputersociety.org/10.1109/APWeb.2010.48 conf/apweb/2010 db/conf/apweb/apweb2010.html#SunLLZH10 Jianing Zou Xudong Liu 0001 Hailong Sun 0001 Jin Zeng Live Instance Migration with Data Consistency in Composite Service Evolution. 653-656 2010 SERVICES https://doi.org/10.1109/SERVICES.2010.76 https://doi.ieeecomputersociety.org/10.1109/SERVICES.2010.76 conf/services/2010 db/conf/services/services2010.html#ZouLSZ10 Jin Zeng Jinpeng Huai Hailong Sun 0001 Ting Deng Xiang Li LiveMig: An Approach to Live Instance Migration in Composite Service Evolution. 679-686 2009 ICWS https://doi.org/10.1109/ICWS.2009.96 https://doi.ieeecomputersociety.org/10.1109/ICWS.2009.96 conf/icws/2009 db/conf/icws/icws2009.html#ZengHSDL09 Xiang Li Jinpeng Huai Xudong Liu 0001 Jin Zeng Zicheng Huang SOArMetrics: A Toolkit for Testing and Evaluating SOA Middleware. 163-170 2009 SERVICES I https://doi.org/10.1109/SERVICES-I.2009.47 https://doi.ieeecomputersociety.org/10.1109/SERVICES-I.2009.47 conf/services/2009-1 db/conf/services/services2009-1.html#LiHLZH09

Yi Hong 0002 Qingsheng Ren Jin Zeng Unit Bit Importance Evolutionary Algorithm. 115-122 2007 11 Soft Comput. 2 https://doi.org/10.1007/s00500-006-0057-7 db/journals/soco/soco11.html#HongRZ07

Jin Zeng Zongxia Du Chunming Hu Jinpeng Huai CROWN FlowEngine: A GPEL-Based Grid Workflow Engine. 249-259 2007 conf/hpcc/2007 HPCC https://doi.org/10.1007/978-3-540-75444-2_28 db/conf/hpcc/hpcc2007.html#ZengDHH07 Yi Hong 0002 Qingsheng Ren Jin Zeng Adaptive population size for univariate marginal distribution algorithm. 1396-1402 2005 conf/cec/2005 Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2005.1554853 db/conf/cec/cec2005.html#HongRZ05 Yi Hong 0002 Qingsheng Ren Jin Zeng Optimization of noisy fitness functions with univariate marginal distribution algorithm. 1410-1417 2005 conf/cec/2005 Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2005.1554855 db/conf/cec/cec2005.html#HongRZ05a Yi Hong 0002 Qingsheng Ren Jin Zeng Genetic drift in univariate marginal distribution algorithm. 745-746 2005 conf/gecco/2005 GECCO https://doi.org/10.1145/1068009.1068133 db/conf/gecco/gecco2005.html#HongRZ05 Yi Hong 0002 Qingsheng Ren Jin Zeng Ying Zhang Search Space Filling and Shrinking Based to Solve Constraint Optimization Problems. 986-994 2005 conf/icic/2005-1 ICIC (1) https://doi.org/10.1007/11538059_102 db/conf/icic/icic2005-1.html#HongRZZ05 Yi Hong 0002 Qingsheng Ren Jin Zeng Yuchou Chang Convergence of Estimation of Distribution Algorithms in Optimization of Additively Noisy Fitness Functions. 219-223 2005 conf/ictai/2005 ICTAI https://doi.org/10.1109/ICTAI.2005.52 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.52 db/conf/ictai/ictai2005.html#HongRZC05 Qingsheng Ren Jin Zeng Feihu Qi History Information Based Optimization of Additively Decomposed Function with Constraints. 359-364 https://doi.org/10.1007/978-3-540-30497-5_56 2004 conf/cis/2004 CIS db/conf/cis/cis2004.html#RenZQ04 Simon X. Yang Weiren Shi Jin Zeng Modelling the Supercritical Fluid Extraction of Lycopene from Tomato Paste Waste Using Neuro-Fuzzy Approaches. 880-885 https://doi.org/10.1007/978-3-540-28648-6_140 2004 conf/isnn/2004-2 ISNN (2) db/conf/isnn/isnn2004-2.html#YangSZ04 Jin Zeng Simon X. Yang Optimal control of supercritical fluid extraction with a hybrid model. 346-351 2003 ISIC https://doi.org/10.1109/ISIC.2003.1254658 conf/IEEEisic/2003 db/conf/IEEEisic/isic2003.html#ZengY03 streams/conf/IEEEisic Andrew Bacon Saghar Bagheri Lei Bai 0001 Lu Bai 0001 Ian Blanes Haonan Cai Yunqi Cai Victor Chang 0001 Yuchou Chang Yung Hsuan Chao Benteng Chen Haihua Chen 0002 Jingfang Chen 0005 Ke Chen Mengyang Chen Dawei Cheng Jinguang Cheng Qianjia Cheng Gene Cheung Hang Chu Dongfei Cui Lixin Cui Xi Dai Ting Deng Lin Ding Zhihao Dou Zongxia Du Chen Duan Zhong Fang Yi Feng 0005 Tianfan Fu Ben Gao Zhiyuan Gao Jidong Ge Shiqi Geng Xiaochao Geng Jiajie Guo Ruchi Guo Dong Han Guojun Han Changyong He Yi Hong 0002 Chunming Hu Sheng Hu 0001 Wei Hu Zhiquan Hu Jinpeng Huai Dongchen Huang Junxiong Huang Manqing Huang Wanshu Huang Wei Huang 0034 Xin Huang Zicheng Huang Guangyu Jia Changjiang Jiang Hong Jiang Bing Kong Jianqing Lan Bo Li Bo Li 0005 Chengming Li Chuanyi Li Cong Li Heng Li Hui Li Jiatong Li Jiatong Li 0003 Juan Li Xiang Li Xiaoqi Li 0001 Xin Li Xue Li Yuqiang Li Zhenhao Li Zhihuan Li Zhongjin Li Lizhong Liang Yuxuan Liang 0002 Zicheng Lin Chang Liu 0008 Fangwang Liu Haoran Liu Kunling Liu Wanhao Liu Wenkai Liu Xudong Liu 0001 Yang Liu Zhiyu Liu Jie Lou Rong Lu Wei Lu 0019 Bin Luo 0003 Binzhao Luo Ruilin Luo Tao Lv Ziyu Lyu Wei Ma Xinzhe Ni Kang Ning 0003 Antonio Ortega Wanli Ouyang Shuchen Pu Feihu Qi Yupeng Qi Di Qiu Qingsheng Ren Joan Serra-Sagristà Pang Shasha Bin Shi Weiren Shi Yuhan Shui Ci Song Jiaming Su Mao Su Hailong Sun 0001 Shuzhou Sun Wen Sun Jianbo Tian Kun Wang 0056 Shujun Wang Weida Wang Xuelai Wang Yang Wang 0015 Yifan Wang Zhe Wang Zifu Wang Chaozhen Wei Xiaoyong Wei Hongming Weng Brenda K. Wiederhold Mark D. Wiederhold Xiaoliang Wu Xiaolong Wu Wenjuan Xie Zeke Xie Hanfa Xing Hua Xu Li Xu Li Yan Libin Yan Cheng Yang Lijin Yang Simon X. Yang Tengchao Yang Xiaohong Yang Yufan Yang Yujiu Yang 0001 Linxia Yao Xiangyang Yao Yuan Yao Zhangqun Ye Lei Yin Fengchang Yu Tianshu Yu 0001 Yiyao Yu Yanwei Yue Dawei Zhan Chunyi Zhang Di Zhang Di Zhang 0026 Guanrong Zhang Guibin Zhang Jiawei Zhang Jie Zhang Qiuli Zhang Shufei Zhang Tianzi Zhang Xiantao Zhang Xiantao Zhang 0001 Yan Zhang Yangjun Zhang Ying Zhang Yong Zhang Zhuofan Zheng Ziyang Zheng Aojun Zhou Dongzhan Zhou Hui Zhou Yemao Zhou Qingpeng Zhu Yong Zhu Wenwen Zhuang Roger Zimmermann Jianing Zou