Reinforcement Learning for Chain of Thought Compression with One-Domain-to-All Generalization.

Hailin Zhang Hailin Zhang 0001 Hai-Lin Zhang 0001 Xidian University, State Key Laboratory of Integrated Service Network, Xi'an, China https://orcid.org/0000-0001-6109-159X https://orcid.org/0000-0003-2015-216X Hailin Zhang 0002 Oklahoma State University Stillwater, Plant and Soil Sciences, OK, USA University of Minnesota System, Minneapolis, MN, USA https://orcid.org/0000-0002-8545-1032 https://www.wikidata.org/entity/Q57053937 Hailin Zhang 0003 Chongqing University, School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment and System Security and New Technology, China Harbin Institute of Technology, China https://orcid.org/0000-0002-6310-7994 Hailin Zhang 0004 Peking University, Beijing, China https://orcid.org/0009-0000-4188-7742 https://www.wikidata.org/entity/Q130857207 Hailin Zhang 0005 Zhejiang University, College of Software Technology, Hangzhou, China

Hanyu Li Jiangshan Duo Bofei Gao Hailin Zhang Sujian Li Xiaotie Deng Liang Zhao Reinforcement Learning for Chain of Thought Compression with One-Domain-to-All Generalization. 2026 January abs/2601.06052 CoRR https://doi.org/10.48550/arXiv.2601.06052 db/journals/corr/corr2601.html#abs-2601-06052 streams/journals/corr

Jiangshan Duo Hanyu Li Hailin Zhang Yudong Wang Sujian Li Liang Zhao JudgeRLVR: Judge First, Generate Second for Efficient Reasoning. 2026 January abs/2601.08468 CoRR https://doi.org/10.48550/arXiv.2601.08468 db/journals/corr/corr2601.html#abs-2601-08468 streams/journals/corr

Junzi Zhang Jianing Shen Weijie Tu Yi Zhang Hailin Zhang Tom Gedeon Bin Jiang Yue Yao EEG-Based Brain-LLM Interface for Human Preference Aligned Generation. 2026 March abs/2603.16897 CoRR https://doi.org/10.48550/arXiv.2603.16897 db/journals/corr/corr2603.html#abs-2603-16897 streams/journals/corr

Yuanyuan Jiang Guo Zhang Jing You Hailin Zhang Rui Yao Huan-Zhang Xie Liyun Zhang Ziyi Xia Mengzhe Dai Yunjie Wu Linli Li Sheng-Yong Yang PocketFlow is a data-and-knowledge-driven structure-based molecular generative model. 326-337 2024 6 Nat. Mac. Intell. 3 https://doi.org/10.1038/s42256-024-00808-8 db/journals/natmi/natmi6.html#JiangZYZYXZXDWLY24 streams/journals/natmi

Hailin Zhang Yafei Song Zhimin Qi Research on Intent Recognition Method of Air Targets Based on Transformer Model. 165-169 2024 ICMLCA https://doi.org/10.1109/ICMLCA63499.2024.10754108 conf/icmlca/2024 db/conf/icmlca/icmlca2024.html#ZhangSQ24 Tianyang Zhang Hailin Zhang Maged Elkashlan Near-Field Magnetic Induction OAM Communications with OFDM Modulation. 3939-3944 2023 ICC https://doi.org/10.1109/ICC45041.2023.10279720 conf/icc/2023 db/conf/icc/icc2023.html#ZhangZE23

Feng Jing Hailin Zhang Mei Gao Bin Xue Bayesian-MLE signal detection for multi-antenna ambient backscatter communication. 672-684 2022 16 IET Commun. 6 https://doi.org/10.1049/cmu2.12366 db/journals/iet-com/iet-com16.html#JingZGX22

Fuyuan Xu Hailin Zhang Energy Efficiency Optimization with SINR Constraints in Downlink MIMO-NOMA Systems. 2250315:1-2250315:16 2022 December 31 J. Circuits Syst. Comput. 18 https://doi.org/10.1142/S0218126622503157 db/journals/jcsc/jcsc31.html#XuZ22

Qiang Liu 0026 Hailin Zhang Reliability evaluation of weighted voting system based on D-S evidence theory. 108079 2022 217 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2021.108079 db/journals/ress/ress217.html#LiuZ22

Feng Jing Hailin Zhang Mei Gao Bin Xue Kunrui Cao RIS-Assisted Multi-Antenna AmBC Signal Detection Using Deep Reinforcement Learning. 6137 2022 22 Sensors 16 https://doi.org/10.3390/s22166137 db/journals/sensors/sensors22.html#JingZGXC22

Junsong Ruan Hailin Zhang Hai Zhu Ruoyao Ding Named Entity Recognition of Protein Complex Incorporating Syntactic Information. 241-246 2022 IALP https://doi.org/10.1109/IALP57159.2022.9961306 conf/ialp/2022 db/conf/ialp/ialp2022.html#RuanZZD22 Hailin Zhang Yafei Song 0004 Lei Lei 0008 A total uncertainty measure for Atanassov's intuitionistic fuzzy sets. 1-6 2022 ICSPCC https://doi.org/10.1109/ICSPCC55723.2022.9984272 conf/icspcc/2022 db/conf/icspcc/icspcc2022.html#ZhangSL22 Hailin Zhang Hai Zhu Junsong Ruan Ruoyao Ding People name recognition from ancient Chinese literature using distant supervision and deep learning. 69:1-69:6 2021 ICAIIS https://doi.org/10.1145/3469213.3470270 https://www.wikidata.org/entity/Q131016474 conf/icaiis/2021 db/conf/icaiis/icaiis2021.html#ZhangZRD21

Fuyuan Xu Hailin Zhang Min-SINR Maximization for mmWave Massive MISO-NOMA System With Randomly Directional Beamforming. 81997-82011 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2991103 db/journals/access/access8.html#XuZ20b

Hailin Zhang Xina Yuan Tae Ho Song Examining the role of the marketing activity and eWOM in the movie diffusion: the decomposition perspective. 589-608 2020 20 Electron. Commer. Res. 3 https://doi.org/10.1007/s10660-020-09423-2 db/journals/ecr/ecr20.html#ZhangYS20

Hailin Zhang Yafei Song 0004 Lei Lei 0008 Zhimin Qi A new method to measure the knowledge amount of Atanassov's intuitionistic fuzzy sets. 1-7 2020 FUZZ-IEEE https://doi.org/10.1109/FUZZ48607.2020.9177541 conf/fuzzIEEE/2020 db/conf/fuzzIEEE/fuzzIEEE2020.html#ZhangSLQ20

Xiao-Bing Hu Hailin Zhang Chi Zhang Ming-Kong Zhang Hang Li Mark S. Leeson A benchmark test problem toolkit for multi-objective path optimization. 18-30 2019 44 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2018.11.009 https://www.wikidata.org/entity/Q128876503 db/journals/swevo/swevo44.html#HuZZZLL19

Zhendong Liu Fanghan Liu Yurong Yang Jiwei Wang Hailin Zhang The Predicting Algorithm of Barrier Tree in RNA Folding Structure. 336-340 2019 CIS https://doi.org/10.1109/CIS.2019.00078 conf/cis/2019 db/conf/cis/cis2019.html#LiuLYWZ19

Chuanliang Xia Bin Shen Hailin Zhang Yigui Wang Liveness and Boundedness Preservations of Sharing Synthesis of Petri Net Based Representation for Embedded Systems. 345-350 2018 33 Comput. Syst. Sci. Eng. 5 https://doi.org/10.32604/csse.2018.33.345 db/journals/csse/csse33.html#XiaSZW18

Qiang Liu 0026 Hailin Zhang Weighted Voting System With Unreliable Links. 339-350 2017 66 IEEE Trans. Reliab. 2 https://doi.org/10.1109/TR.2017.2686396 db/journals/tr/tr66.html#LiuZ17

Xiao-Bing Hu Ming-Kong Zhang Jian-Qin Liao Hailin Zhang An effective method to find the k shortest paths in a generalized time-window network. 2345-2351 2016 CEC https://doi.org/10.1109/CEC.2016.7744078 conf/cec/2016 db/conf/cec/cec2016.html#HuZLZ16 Xiao-Bing Hu Ming-Kong Zhang Jian-Qin Liao Hailin Zhang A ripple-spreading algorithm to calculate the k shortest paths in a network with time-windows. 376-382 2016 ICNC-FSKD https://doi.org/10.1109/FSKD.2016.7603203 conf/icnc/2016 db/conf/icnc/icnc2016.html#HuZLZ16 Xiaojun Tang Feng Zhang Hailin Zhang Junhua Liu Yuntao Liang Multi-sensor System Calibration Approach Based on Forward-Model and Inverse-Model. 248-255 2016 SmartCom https://doi.org/10.1007/978-3-319-52015-5_25 conf/smartcom/2016 db/conf/smartcom/smartcom2016.html#TangZZLL16

Quanxue Gao Yunfang Huang Xinbo Gao 0001 Weiguo Shen Hailin Zhang A novel semi-supervised learning for face recognition. 69-76 2015 152 Neurocomputing https://doi.org/10.1016/j.neucom.2014.11.018 db/journals/ijon/ijon152.html#GaoHGSZ15

Kai Cui Quanxue Gao Hailin Zhang Xinbo Gao 0001 De-Yan Xie Merging model-based two-dimensional principal component analysis. 1198-1206 2015 168 Neurocomputing https://doi.org/10.1016/j.neucom.2015.05.002 db/journals/ijon/ijon168.html#CuiGZGX15

Yafei Song 0004 Xiaodan Wang Xiaodong Yu Hailin Zhang Lei Lei 0008 How to measure non-specificity of intuitionistic fuzzy sets. 2087-2097 2015 29 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/IFS-151685 db/journals/jifs/jifs29.html#SongWYZL15

Yafei Song Xiaodan Wang Hailin Zhang A distance measure between intuitionistic fuzzy belief functions. 288-298 2015 86 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2015.06.011 db/journals/kbs/kbs86.html#SongWZ15

Quanxue Gao Yunfang Huang Hailin Zhang Xin Hong Kui Li Yong Wang Discriminative sparsity preserving projections for image recognition. 2543-2553 2015 48 Pattern Recognit. 8 https://doi.org/10.1016/j.patcog.2015.02.015 db/journals/pr/pr48.html#GaoHZHLW15

Quanxue Gao Qianqian Wang 0001 Yunfang Huang Xinbo Gao 0001 Xin Hong Hailin Zhang Dimensionality Reduction by Integrating Sparse Representation and Fisher Criterion and its Applications. 5684-5695 2015 24 IEEE Trans. Image Process. 12 https://doi.org/10.1109/TIP.2015.2479559 https://www.wikidata.org/entity/Q40514212 db/journals/tip/tip24.html#GaoWHGHZ15

Zhixian Chang Juan Guo Hailin Zhang A resourse sharing approach for wireless access. 762-767 2015 BMEI https://doi.org/10.1109/BMEI.2015.7401605 conf/bmei/2015 db/conf/bmei/bmei2015.html#ChangGZ15

Quanxue Gao Jingjing Liu Kai Cui Hailin Zhang Xiaogang Wang Stable locality sensitive discriminant analysis for image recognition. 49-56 2014 54 Neural Networks https://doi.org/10.1016/j.neunet.2014.02.009 https://www.wikidata.org/entity/Q45750165 db/journals/nn/nn54.html#GaoLCZW14

Xiaoyan Li Fei Hu Hailin Zhang Chao Shi Two-branch wavelet denoising for accurate spectrum sensing in cognitive radios. 81-90 2014 57 Telecommun. Syst. 1 https://doi.org/10.1007/s11235-013-9787-x db/journals/telsys/telsys57.html#LiHZS14

Xiaoyan Li Hailin Zhang Fei Hu Chao Shi Quorum-based channel hopping scheme for cognitive radio networks. 1-6 2013 56 Sci. China Inf. Sci. 4 https://doi.org/10.1007/s11432-013-4808-7 db/journals/chinaf/chinaf56.html#LiZHS13

Quanxue Gao Jingjing Liu Hailin Zhang Xinbo Gao 0001 Kui Li Joint Global and Local Structure Discriminant Analysis. 626-635 2013 8 IEEE Trans. Inf. Forensics Secur. 4 https://doi.org/10.1109/TIFS.2013.2246786 db/journals/tifs/tifs8.html#GaoLZGL13

Quanxue Gao Jingjie Ma Hailin Zhang Xinbo Gao 0001 Yamin Liu Stable Orthogonal Local Discriminant Embedding for Linear Dimensionality Reduction. 2521-2531 2013 22 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2013.2249077 https://www.wikidata.org/entity/Q45399854 db/journals/tip/tip22.html#GaoMZGL13

Xiaoyan Li Fei Hu Hailin Zhang Xiaolong Zhang A Cluster-Based MAC Protocol for Cognitive Radio Ad Hoc Networks. 937-955 2013 69 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-012-0620-8 db/journals/wpc/wpc69.html#LiHZZ13

Hailin Zhang Hao Liu 0040 Ke Zhang 0016 Jian Wang Modeling of evacuations to no-notice event by public transit system. 480-484 2010 ITSC https://doi.org/10.1109/ITSC.2010.5625048 conf/itsc/2010 db/conf/itsc/itsc2010.html#ZhangLZW10

Liu Yi Hailin Zhang Transmission Systems Source encoding with efficient transmission of CSI in multiuser MIMO-OFDMA downlink. 323-329 2009 20 Eur. Trans. Telecommun. 3 https://doi.org/10.1002/ett.1336 db/journals/ett/ett20.html#YiZ09

Xiaogang Jin 0001 Chiew-Lan Tai Hailin Zhang Implicit modeling from polygon soup using convolution. 279-288 2009 25 Vis. Comput. 3 https://doi.org/10.1007/s00371-008-0267-3 db/journals/vc/vc25.html#JinTZ09

Junfeng Hu Hailin Zhang Efficient Decoder for Perfect Space-Time Codes. 249-254 2008 CNSR https://doi.org/10.1109/CNSR.2008.13 https://doi.ieeecomputersociety.org/10.1109/CNSR.2008.13 conf/cnsr/2008 db/conf/cnsr/cnsr2008.html#HuZ08 Yuan Yang Junfeng Hu Hailin Zhang Bit-Level Deterministic Sequential Monte Carlo Method for MIMO Wireless Systems. 3622-3626 2008 ICC https://doi.org/10.1109/ICC.2008.681 conf/icc/2008 db/conf/icc/icc2008.html#YangHZ08

Liu Yi Hailin Zhang Interpolation-based precoding with limited feedback for MIMO-OFDM systems. 679-683 2007 1 IET Commun. 4 https://doi.org/10.1049/iet-com:20060292 db/journals/iet-com/iet-com1.html#YiZ07

Qiang Liu Hailin Zhang Xiaoxian Ma Qingzhen Zhao Genetic algorithm-based study on flow allocation in a multicommodity stochastic-flow network with unreliable nodes. 576-581 2007 SNPD (1) conf/snpd/2007 db/conf/snpd/snpd2007-1.html#LiuZMZ07 https://doi.org/10.1109/SNPD.2007.261 https://doi.ieeecomputersociety.org/10.1109/SNPD.2007.261 Yuan Yang Junfeng Hu Hailin Zhang Iterative Group MAP Detection in MIMO Wireless Systems. 680-684 2007 conf/vtc/2007f VTC Fall https://doi.org/10.1109/VETECF.2007.152 db/conf/vtc/vtc2007f.html#YangHZ07 Liu Yi Hailin Zhang Power Allocation and Modulation in MIMO System With Channel Mean Feedback. 806-808 2006 conf/aina/2006 AINA (2) https://doi.org/10.1109/AINA.2006.273 https://doi.ieeecomputersociety.org/10.1109/AINA.2006.273 db/conf/aina/aina2006.html#YiH06 Junzhe Lv Hailin Zhang Zengji Liu A High Efficiency Equalization Used in OFDM. 257-260 2003 conf/aina/2003 AINA https://doi.org/10.1109/AINA.2003.1192883 https://doi.ieeecomputersociety.org/10.1109/AINA.2003.1192883 db/conf/aina/aina2003.html#LvZL03 Hailin Zhang Hong Yan 0001 Graphic matching based on constrained Voronoi diagrams. 431-434 1999 ISSPA https://doi.org/10.1109/ISSPA.1999.818204 conf/isspa/1999 db/conf/isspa/isspa1999.html#ZhangY99 Kunrui Cao Zhixian Chang Kai Cui Mengzhe Dai Xiaotie Deng Ruoyao Ding Jiangshan Duo Maged Elkashlan Bofei Gao Mei Gao Quanxue Gao Xinbo Gao 0001 Tom Gedeon Juan Guo Xin Hong Fei Hu Junfeng Hu Xiao-Bing Hu Yunfang Huang Bin Jiang Yuanyuan Jiang Xiaogang Jin 0001 Feng Jing Mark S. Leeson Lei Lei 0008 Hang Li Hanyu Li Kui Li Linli Li Sujian Li Xiaoyan Li Yuntao Liang Jian-Qin Liao Fanghan Liu Hao Liu 0040 Jingjing Liu Junhua Liu Qiang Liu Qiang Liu 0026 Yamin Liu Zengji Liu Zhendong Liu Junzhe Lv Jingjie Ma Xiaoxian Ma Zhimin Qi Junsong Ruan Bin Shen Jianing Shen Weiguo Shen Chao Shi Tae Ho Song Yafei Song Yafei Song 0004 Chiew-Lan Tai Xiaojun Tang Weijie Tu Jian Wang Jiwei Wang Qianqian Wang 0001 Xiaodan Wang Xiaogang Wang Yigui Wang Yong Wang Yudong Wang Yunjie Wu Chuanliang Xia Ziyi Xia De-Yan Xie Huan-Zhang Xie Fuyuan Xu Bin Xue Hong Yan 0001 Sheng-Yong Yang Yuan Yang Yurong Yang Rui Yao Yue Yao Liu Yi Jing You Xiaodong Yu Xina Yuan Chi Zhang Feng Zhang Guo Zhang Junzi Zhang Ke Zhang 0016 Liyun Zhang Ming-Kong Zhang Tianyang Zhang Xiaolong Zhang Yi Zhang Liang Zhao Qingzhen Zhao Hai Zhu