W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search.

Guojun Ma Zhenyu Ding Yuhao Wang Tengyue Xiao Haoying Wang Guojun Ma Mingyang Wan Caigui Jiang Ning Ding 0002 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search. 30521-30529 2026 AAAI https://doi.org/10.1609/aaai.v40i36.40306 conf/aaai/2026 db/conf/aaai/aaai2026.html#DingWXWMWJD26 Ming Zhang 0030 Yuhui Wang Yujiong Shen Tingyi Yang Changhao Jiang Yilong Wu Shihan Dou Qinhao Chen Zhiheng Xi Zhihao Zhang 0002 Yi Dong Zhen Wang 0020 Zhihui Fei Mingyang Wan Tao Liang Guojun Ma Qi Zhang 0001 Tao Gui Xuanjing Huang 0001 PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. 2626-2649 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.134 https://aclanthology.org/2025.findings-acl.134/ conf/acl/2025f db/conf/acl/acl2025f.html#ZhangWSYJWDCXZD25 Wei Shi Sihang Li 0002 Tao Liang Mingyang Wan Guojun Ma Xiang Wang 0010 Xiangnan He 0001 Route Sparse Autoencoder to Interpret Large Language Models. 6801-6815 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.346 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ShiLLWMWH25 streams/conf/emnlp Hengrui Song Mingyang Wan Jiajun Wang Tao Liang Shannan Yan Chun Yuan 0003 Guojun Ma KPEE: A Two-Stage Proposal-Based Reformulation of Event Extraction. 452-463 2025 ICIC (23) https://doi.org/10.1007/978-981-95-0014-7_38 conf/icic/2025-23 db/conf/icic/icic2025-23.html#SongWWLYYM25 streams/conf/icic Quan Zhang Jinwei Fang Yuxin Qi 0001 Mingyang Wan Guojun Ma Ke Zhang 0046 Chun Yuan 0003 EAV-Mamba: Efficient Audio-Visual Representation Learning for Weakly-Supervised Temporal Action Localization. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11210145 conf/icmcs/2025 db/conf/icmcs/icme2025.html#ZhangFQWMZY25 streams/conf/icmcs Houcheng Jiang Junfeng Fang Ningyu Zhang 0001 Mingyang Wan Guojun Ma Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AnyEdit: Edit Any Knowledge Encoded in Language Models. 2025 ICML https://proceedings.mlr.press/v267/jiang25b.html https://openreview.net/forum?id=aJIoBur0Ef conf/icml/2025 db/conf/icml/icml2025.html#JiangF0WM00C25 Hongyuan Min Ning Ding 0002 Mingyang Wan Guojun Ma Caigui Jiang AGCNet: Improving Inertial Odometry via IMU Accelerometer and Gyroscope Online Compensation. 15459-15466 2025 IROS https://doi.org/10.1109/IROS60139.2025.11246056 conf/iros/2025 db/conf/iros/iros2025.html#MinDWMJ25 streams/conf/iros Chao Ni 0001 Xiaoya Wang Xin Yin Liushan Chen Guojun Ma A Cascaded Pipeline for Self-Directed, Model-Agnostic Unit Test Generation via LLMs. 276-287 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00037 conf/issre/2025 db/conf/issre/issre2025.html#NiWYCM25 streams/conf/issre Xin Yin Chao Ni 0001 Xinrui Li 0004 Liushan Chen Guojun Ma Xiaohu Yang 0001 Enhancing LLM's Ability to Generate More Repository-Aware Unit Tests Through Precise Context Injection. 623-635 2025 ASE https://doi.org/10.1109/ASE63991.2025.00058 conf/kbse/2025 db/conf/kbse/ase2025.html#YinNLCMY25 streams/conf/kbse

Xin Yin Chao Ni 0001 Xinrui Li 0004 Liushan Chen Guojun Ma Xiaohu Yang 0001 Enhancing LLM's Ability to Generate More Repository-Aware Unit Tests Through Precise Contextual Information Injection. 2025 January abs/2501.07425 CoRR https://doi.org/10.48550/arXiv.2501.07425 db/journals/corr/corr2501.html#abs-2501-07425 streams/journals/corr

Changhao Jiang Ming Zhang 0030 Junjie Ye 0005 Xiaoran Fan Yifei Cao Jiajun Sun Zhiheng Xi Shihan Dou Yi Dong Yujiong Shen Jingqi Tong Zhen Wang 0020 Tao Liang Zhihui Fei Mingyang Wan Guojun Ma Qi Zhang 0001 Tao Gui Xuanjing Huang 0001 Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training. 2025 February abs/2502.04066 CoRR https://doi.org/10.48550/arXiv.2502.04066 db/journals/corr/corr2502.html#abs-2502-04066 streams/journals/corr

Houcheng Jiang Junfeng Fang Ningyu Zhang 0001 Guojun Ma Mingyang Wan Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AnyEdit: Edit Any Knowledge Encoded in Language Models. 2025 February abs/2502.05628 CoRR https://doi.org/10.48550/arXiv.2502.05628 db/journals/corr/corr2502.html#abs-2502-05628 streams/journals/corr

Ming Zhang 0030 Yuhui Wang Yujiong Shen Tingyi Yang Changhao Jiang Yilong Wu Shihan Dou Qinhao Chen Zhiheng Xi Zhihao Zhang 0002 Yi Dong Zhen Wang 0020 Zhihui Fei Mingyang Wan Tao Liang Guojun Ma Qi Zhang 0001 Tao Gui Xuanjing Huang 0001 PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. 2025 March abs/2503.06706 CoRR https://doi.org/10.48550/arXiv.2503.06706 db/journals/corr/corr2503.html#abs-2503-06706 streams/journals/corr

Jingqi Tong Jixin Tang Hangcheng Li Yurong Mou Ming Zhang 0030 Jun Zhao 0019 Yanbo Wen Fan Song Jiahao Zhan Yuyang Lu Chaoran Tao Zhiyuan Guo Jizhou Yu Tianhao Cheng Changhao Jiang Zhen Wang 0020 Tao Liang Zhihui Fei Mingyang Wan Guojun Ma Weifeng Ge Guanhua Chen Tao Gui Xipeng Qiu Qi Zhang 0001 Xuanjing Huang 0001 Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning. 2025 May abs/2505.13886 CoRR https://doi.org/10.48550/arXiv.2505.13886 db/journals/corr/corr2505.html#abs-2505-13886 streams/journals/corr

Hao Fang 0011 Changle Zhou Jiawei Kong 0001 Kuofeng Gao Bin Chen 0011 Tao Liang Guojun Ma Shu-Tao Xia Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs. 2025 May abs/2505.19678 CoRR https://doi.org/10.48550/arXiv.2505.19678 db/journals/corr/corr2505.html#abs-2505-19678 streams/journals/corr

Changhao Jiang Jiajun Sun Yifei Cao Jiabao Zhuang Hui Li Xiaoran Fan Ming Zhang 0030 Junjie Ye 0005 Shihan Dou Zhiheng Xi Jingqi Tong Yilong Wu Baoyu Fan Zhen Wang 0020 Tao Liang Zhihui Fei Mingyang Wan Guojun Ma Tao Ji Tao Gui Qi Zhang 0001 Xuanjing Huang 0001 SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents. 2025 August abs/2508.02013 CoRR https://doi.org/10.48550/arXiv.2508.02013 db/journals/corr/corr2508.html#abs-2508-02013 streams/journals/corr

Ming Zhang 0030 Yujiong Shen Jingyi Deng Yuhui Wang Yue Zhang 0004 Junzhe Wang 0001 Shichun Liu Shihan Dou Huayu Sha Qiyuan Peng Changhao Jiang Jingqi Tong Yilong Wu Zhihao Zhang 0002 Mingqi Wu Zhiheng Xi Mingxu Chai Tao Liang Zhihui Fei Zhen Wang 0020 Mingyang Wan Guojun Ma Tao Gui Qi Zhang 0001 Xuanjing Huang 0001 LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. 2025 August abs/2508.05452 CoRR https://doi.org/10.48550/arXiv.2508.05452 db/journals/corr/corr2508.html#abs-2508-05452 streams/journals/corr

Zhenyu Ding Yuhao Wang Tengyue Xiao Haoying Wang Guojun Ma Mingyang Wan Caigui Jiang Ning Ding 0002 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search. 2025 November abs/2511.11518 CoRR https://doi.org/10.48550/arXiv.2511.11518 db/journals/corr/corr2511.html#abs-2511-11518 streams/journals/corr

Liushan Chen Yu Pei 0001 Mingyang Wan Zhihui Fei Tao Liang Guojun Ma Smart Issue Detection for Large-Scale Online Service Systems Using Multi-Channel Data. 165-187 2024 FASE https://doi.org/10.1007/978-3-031-57259-3_8 conf/fase/2024 db/conf/fase/fase2024.html#ChenPWFLM24 Guojun Ma Yu Pei 0001 Liushan Chen Chenqing Gan Hao Zhang Hao Liang Tian Zhang 0001 Effective Unit Test Generation for Android Apps. 820-832 2024 ICSME https://doi.org/10.1109/ICSME58944.2024.00085 conf/icsm/2024 db/conf/icsm/icsme2024.html#Ma0CGZLZ24

Guojun Ma Yunlong Duan Mingze Li Zhibin Xie Jin Zhu A probability smoothing Bi-RRT path planning algorithm for indoor robot. 349-360 2023 June 143 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2023.02.004 db/journals/fgcs/fgcs143.html#MaDLXZ23

Tao Liang Guosheng Lin Mingyang Wan Tianrui Li 0001 Guojun Ma Fengmao Lv Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification. 15471-15480 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01505 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#LiangLW0ML22 Guojun Ma Xing Li Qingqi Pei Zi Li A Security Routing Protocol for Internet of Things Based on RPL. 209-213 2017 NaNA https://doi.org/10.1109/NaNA.2017.28 https://doi.ieeecomputersociety.org/10.1109/NaNA.2017.28 conf/nana/2017 db/conf/nana/nana2017.html#MaLPL17 Guojun Ma Qingqi Pei Yuchen Wang Xiaohong Jiang 0001 A General Sharing Model Based on Proxy Re-encryption. 248-251 2011 IIH-MSP https://doi.org/10.1109/IIHMSP.2011.26 https://doi.ieeecomputersociety.org/10.1109/IIHMSP.2011.26 conf/iih-msp/2011 db/conf/iih-msp/iih-msp2011.html#MaPWJ11 Guojun Ma Li Jian Qingqi Pei Jianfeng Ma 0001 A Digital Rights Management scheme based on rational share content. 517-520 2010 HPCS https://doi.org/10.1109/HPCS.2010.5547089 conf/ieeehpcs/2010 db/conf/ieeehpcs/ieeehpcs2010.html#MaJPM10 Yifei Cao Mingxu Chai Bin Chen 0011 Guanhua Chen Liushan Chen Qinhao Chen Tianhao Cheng Tat-Seng Chua Jingyi Deng Ning Ding 0002 Zhenyu Ding Yi Dong Shihan Dou Yunlong Duan Baoyu Fan Xiaoran Fan Hao Fang 0011 Jinwei Fang Junfeng Fang Zhihui Fei Chenqing Gan Kuofeng Gao Weifeng Ge Tao Gui Zhiyuan Guo Xiangnan He 0001 Xuanjing Huang 0001 Tao Ji Li Jian Caigui Jiang Changhao Jiang Houcheng Jiang Xiaohong Jiang 0001 Jiawei Kong 0001 Hangcheng Li Hui Li Mingze Li Sihang Li 0002 Tianrui Li 0001 Xing Li Xinrui Li 0004 Zi Li Hao Liang Tao Liang Guosheng Lin Shichun Liu Yuyang Lu Fengmao Lv Jianfeng Ma 0001 Hongyuan Min Yurong Mou Chao Ni 0001 Qingqi Pei Yu Pei 0001 Qiyuan Peng Yuxin Qi 0001 Xipeng Qiu Huayu Sha Yujiong Shen Wei Shi Fan Song Hengrui Song Jiajun Sun Jixin Tang Chaoran Tao Jingqi Tong Mingyang Wan Haoying Wang Jiajun Wang Junzhe Wang 0001 Xiang Wang 0010 Xiaoya Wang Yuchen Wang Yuhao Wang Yuhui Wang Zhen Wang 0020 Yanbo Wen Mingqi Wu Yilong Wu Zhiheng Xi Shutao XiaShu-Tao Xia Tengyue Xiao Zhibin Xie Shannan Yan Tingyi Yang Xiaohu Yang 0001 Junjie Ye 0005 Xin Yin Jizhou Yu Chun Yuan 0003 Jiahao Zhan Hao Zhang Ke Zhang 0046 Ming Zhang 0030 Ningyu Zhang 0001 Qi Zhang 0001 Quan Zhang Tian Zhang 0001 Yue Zhang 0004 Zhihao Zhang 0002 Jun Zhao 0019 Changle Zhou Jin Zhu Jiabao Zhuang