| 2026 | AAAI | MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning. | Zhiheng Xi, Yuhui Wang, Yiwen Ding, Guanyu Li, Senjie Jin, Shichun Liu, Jixuan Huang, Dingwen Yang, Jiafu Tang, Boyang Hong, Junjie Ye, Shihan Dou, Ming Zhang, Jian Guan, Wei Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | ACL | From 1, 000, 000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment. | Jia-Nan Li, Jian Guan, Songhao Wu, Wei Wu, Rui Yan |
| 2026 | ISCAS | A 185 dB FoMS Direct-Integration Third-Order Passive Noise-Shaping SAR ADC for Biomedical Applications. | Kangkang Sun, Kailin Lin, Weijie Ge, Feng Yan, Bingjun Xiong, Jian Guan, Jingjing Liu |
| 2026 | ISCAS | An 8.91 nW, 1.74 ppm/°C Subthreshold CMOS-Only Voltage Reference for Temperature Sensors. | Bingjun Xiong, Feng Yan, Wejie Ge, Kangkang Sun, Zhipeng Li, Jian Guan, Jingjing Liu |
| 2026 | WWW | AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress. | Zhiheng Xi, Chenyang Liao, Guanyu Li, Zhihao Zhang, Wenxiang Chen, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ACL | A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. | Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu |
| 2025 | ACL | PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models. | Xueliang Zhao, Wei Wu, Jian Guan, Lingpeng Kong |
| 2025 | EMNLP | Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs. | Zhang Zhang, Guhao Feng, Jian Guan, Di He, Wei Wu |
| 2025 | HPCC | Tiling Dynamic Programming Computations to Maximize Parallelism. | Yantao Sun, Miaomiao Wang, Jian Guan, Lin Li, Li Wang, Guanjun Liu |
| 2025 | ICASSP | Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring. | Shitong Fan, Feiyang Xiao, Wenbo Wang, Shuhan Qi, Qiaoxi Zhu, Wenwu Wang, Jian Guan |
| 2025 | ICASSP | Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift. | Jian Guan, Jiantong Tian, Qiaoxi Zhu, Feiyang Xiao, Hejing Zhang, Xubo Liu |
| 2025 | ICASSP | Band Prompting Aided SAR and Multi-Spectral Data Fusion Framework for Local Climate Zone Classification. | Haiyan Lan, Shujun Li, Mingjie Xie, Xuanjia Zhao, Hongning Liu, Pengming Feng, Dongli Xu, Guangjun He, Jian Guan |
| 2025 | ICASSP | Spectral-Temporal Fusion Representation for Person-in-Bed Detection. | Xuefeng Yang, Shiheng Zhang, Jian Guan, Feiyang Xiao, Wei Lu, Qiaoxi Zhu |
| 2025 | ICASSP | Attacking Voice Anonymization Systems with Augmented Feature and Speaker Identity Difference. | Yanzhe Zhang, Zhonghao Bi, Feiyang Xiao, Xuefeng Yang, Qiaoxi Zhu, Jian Guan |
| 2025 | ICCV | Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation. | Congyi Fan, Jian Guan, Xuanjia Zhao, Dongli Xu, Youtian Lin, Tong Ye, Pengming Feng, Haiwei Pan |
| 2025 | ICLR | CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning. | Jiaxin Wen, Jian Guan, Hongning Wang, Wei Wu, Minlie Huang |
| 2025 | ICML | Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation. | Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan |
| 2025 | ICML | Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes. | Zhuocheng Gong, Jian Guan, Wei Wu, Huishuai Zhang, Dongyan Zhao |
| 2025 | WWW | 2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models. | Jia-Nan Li, Jian Guan, Wei Wu, Zhengtao Yu, Rui Yan |
| 2024 | AAAI | Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation. | Wenbo Wang, Bingquan Liu, Lili Shan, Chengjie Sun, Ben Chen, Jian Guan |
| 2024 | CEC | An Enhanced Particle Swarm Algorithm Based on Fitness Landscape Information. | Zhenya Diao, Fei Yu, Jian Guan, Meitong Liu |
| 2024 | EMNLP | From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis. | Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan |
| 2024 | EMNLP | Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. | Zhuocheng Gong, Ang Lv, Jian Guan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan |
| 2024 | ICASSP | Hierarchical Metadata Information Constrained Self-Supervised Learning for Anomalous Sound Detection under Domain Shift. | Haiyan Lan, Qiaoxi Zhu, Jian Guan, Yuming Wei, Wenwu Wang |
| 2024 | ICASSP | FPN with GMM Based Feature Enhancement Strategy for Object Detection in Remote Sensing Images. | Hongning Liu, Pengming Feng, Mingjie Xie, Dongli Xu, Jian Guan, Guangjun He, Rubo Zhang |
| 2024 | ICASSP | Mutual Information Assisted Graph Convolution Network for Cold-Start Recommendation. | Wenbo Wang, Ben Chen, Bingquan Liu, Xinxin Wang, Luwei Yang, Wen Jiang, Wei Ning, Jian Guan |
| 2024 | ICASSP | First-Shot Unsupervised Anomalous Sound Detection with Unknown Anomalies Estimated by Metadata-Assisted Audio Generation. | Hejing Zhang, Qiaoxi Zhu, Jian Guan, Haohe Liu, Feiyang Xiao, Jiantong Tian, Xinhao Mei, Xubo Liu, Wenwu Wang |
| 2024 | ISCAS | A 1.02 ppm/°C Precision Bandgap Reference with High-order Curvature Compensation for Fluorescence Detection. | Bingjun Xiong, Feng Yan, Wenji Mo, Jian Guan, Yuxuan Huang, Jingjing Liu |
| 2024 | ISCAS | A 0.816nW 12.3pS Tunable Low-Gm Transconductor for Bio-electrical Signal Acquisition. | Feng Yan, Bingjun Xiong, Wenji Mo, Kangkang Sun, Jian Guan, Jingjing Liu |
| 2024 | NAACL | Language Models Hallucinate, but May Excel at Fact Verification. | Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng |
| 2023 | AAAI | Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework. | Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang |
| 2023 | ACL | Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation. | Jian Guan, Minlie Huang |
| 2023 | ACL | Self-Supervised Sentence Polishing by Adding Engaging Modifiers. | Zhexin Zhang, Jian Guan, Xin Cui, Yu Ran, Bo Liu, Minlie Huang |
| 2023 | ACL | StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing. | Xuekai Zhu, Jian Guan, Minlie Huang, Juan Liu |
| 2023 | EMNLP | Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training. | Jiaxin Wen, Hao Zhou, Jian Guan, Jie Zhou, Minlie Huang |
| 2023 | ICASSP | Time-Weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection. | Jian Guan, Youde Liu, Qiaoxi Zhu, Tieran Zheng, Jiqing Han, Wenwu Wang |
| 2023 | ICASSP | Anomalous Sound Detection Using Audio Representation with Machine ID Based Contrastive Learning Pretraining. | Jian Guan, Feiyang Xiao, Youde Liu, Qiaoxi Zhu, Wenwu Wang |
| 2023 | Interspeech | Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds. | Hejing Zhang, Jian Guan, Qiaoxi Zhu, Feiyang Xiao, Youde Liu |
| 2023 | IGARSS | Spectral Masked Autoencoder for Few-Shot Hyperspectral Image Classification. | Pengming Feng, Kaihan Wang, Jian Guan, Guangjun He, Shichao Jin |
| 2023 | IGARSS | Polarization-Guided Strategy for Ship Detection in Single-Polarization SAR Images. | Jian Guan, Haotian Yuan, Pengming Feng, Guangjun He, Shichao Jin |
| 2023 | TrustCom | Research on Operation Evolution of 5G Non-Public Network. | Kun Chao, Zhen Xing, Xinzhou Cheng, Jian Guan, Lexi Xu, Xiqing Liu, Yuwei Jia, Lijuan Cao |
| 2023 | TrustCom | 5G/5G-A Private Network: Construction, Operation and Applications. | Lexi Xu, Junsheng Zhao, Hong Zhu, Mingde Huo, Xinzhou Cheng, Kun Chao, Jie Li, Jian Guan, Xiqing Liu, Jie Gao |
| 2022 | EMNLP | Automatic Comment Generation for Chinese Student Narrative Essays. | Zhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian, Minlie Huang |
| 2022 | ICASSP | Anomalous Sound Detection Using Spectral-Temporal Information Fusion. | Youde Liu, Jian Guan, Qiaoxi Zhu, Wenwu Wang |
| 2022 | NAACL | A Corpus for Understanding and Generating Moral Stories. | Jian Guan, Ziqi Liu, Minlie Huang |
| 2022 | NAACL | Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation. | Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang |
| 2022 | TrustCom | Research on Capability Building of Mobile Network Data Analysis and Visualization. | Jian Guan, Xinzhou Cheng, Kun Chao, Xin He, Yuwei Jia, Lexi Xu, Yunyun Wang, Tian Xiao, Bei Li |
| 2022 | TrustCom | Research on OTFS Systems for 6G. | Bei Li, Tian Xiao, Kai Zhou, Lexi Xu, Guanghai Liu, Bo Wang, Jie Gao, Jian Guan, Zixiang Di |
| 2022 | TrustCom | Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme. | Tian Xiao, Bei Li, Zixiang Di, Guanghai Liu, Lexi Xu, Jian Guan, Zhaoning Wang, Chen Cheng, Yi Li |
| 2021 | ACL | Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence. | Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang |
| 2021 | ACL | OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics. | Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang |
| 2021 | ACL | Stylized Story Generation with Style-Guided Planning. | Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang |
| 2021 | ICASSP | Low-Dimensional Denoising Embedding Transformer for ECG Classification. | Jian Guan, Wenbo Wang, Pengming Feng, Xinxin Wang, Wenwu Wang |
| 2021 | INDIN | Adaptive Canonical Correlation Analysis Method Based on Forgetting Factor for Fault Detection. | Jian Guan, Jinghui Yang, Guang Wang |
| 2021 | TrustCom | A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules. | Yuwei Jia, Kun Chao, Xinzhou Cheng, Jian Guan, Lijuan Cao, Yi Li, Chen Cheng, Yuchao Jin, Lexi Xu |
| 2020 | EMNLP | UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation. | Jian Guan, Minlie Huang |
| 2020 | ICASSP | TOSO: Student's-T Distribution Aided One-Stage Orientation Target Detection in Remote Sensing Images. | Pengming Feng, Youtian Lin, Jian Guan, Guangjun He, Huifeng Shi, Jonathon A. Chambers |
| 2020 | ICASSP | Meta Metric Learning for Highly Imbalanced Aerial Scene Classification. | Jian Guan, Jiabei Liu, Jianguo Sun, Pengming Feng, Tong Shuai, Wenwu Wang |
| 2020 | IGARSS | A Dynamic End-to-End Fusion Filter for Local Climate Zone Classification Using SAR and Multi-Spectrum Remote Sensing Data. | Pengming Feng, Youtian Lin, Guangjun He, Jian Guan, Jin Wang, Huifeng Shi |
| 2020 | MMM | Enhanced Gaze Following via Object Detection and Human Pose Estimation. | Jian Guan, Liming Yin, Jianguo Sun, Shuhan Qi, Xuan Wang, Qing Liao |
| 2019 | AAAI | Story Ending Generation with Incremental Encoding and Commonsense Knowledge. | Jian Guan, Yansen Wang, Minlie Huang |
| 2019 | IGARSS | Joint Convolutional Neural Network for Small-Scale Ship Classification in SAR Images. | Yanxia Wu, Ye Yuan, Jian Guan, Libo Yin, Jinyong Chen, Ge Zhang, Pengming Feng |
| 2019 | IGARSS | Embranchment Cnn Based Local Climate Zone Classification Using Sar And Multispectral Remote Sensing Data. | Pengming Feng, Youtian Lin, Jian Guan, Yan Dong, Guangjun He, Zhenghuan Xia, Huifeng Shi |
| 2019 | PRICAI | Bi-directional Features Reuse Network for Salient Object Detection. | Fengwei Jia, Xuan Wang, Jian Guan, Shuhan Qi, Qing Liao, Huale Li |
| 2018 | ACL | Generating Informative Responses with Controlled Sentence Function. | Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu |
| 2018 | HPCC | A Novel Base Station Analysis Scheme Based on Telecom Big Data. | Changbo Zhu, Xinzhou Cheng, Lexi Xu, Chen Cheng, Tao Zhang, Haina Ye, Jian Guan |
| 2017 | Interspeech | Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling. | Jian Guan, Xuan Wang, Pengming Feng, Jing Dong, Wenwu Wang |
| 2016 | IGARSS | Micro-Doppler signatures of sea surface targets and applications to radar detection. | Xiaolong Chen, Jian Guan, Zhijian Zhao, Hao Ding |
| 2014 | ICIP | Gabor-based patch covariance matrix for face sketch synthesis. | Jian Guan, Ruimin Hu, Junjun Jiang, Zhen Han |
| 2011 | ISI | A digraph model for risk identification and mangement in SCADA systems. | Jian Guan, James H. Graham, Jeffrey L. Hieb |
| 2008 | CATA | An Ontological Model for Assessing Security Risk Impact in SCADA Systems. | Jian Guan, James H. Graham, Thomas A. Harris, Patricia A. S. Ralston |
| 2007 | ICIP | Display HDR Image using a Gain Map. | Jian Guan, Guoping Qiu |
| 2006 | BMVC | Semi-supervised Learning based on Bayesian Networks and Optimization for Interactive Image Retrieval. | Mai Yang, Jian Guan, Guoping Qiu, Kin-Man Lam |
| 2006 | ICPR | Tone Mapping for HDR Image using Optimization A New Closed Form Solution. | Guoping Qiu, Jian Guan, Jiang Duan, Min Chen |
| 2005 | ICIP | Color by linear neighborhood embedding. | Guoping Qiu, Jian Guan |
| 2005 | MMSP | Spectral Images and Features Co-Clustering with Application to Content-based Image Retrieval. | Jian Guan, Guoping Qiu, Xiangyang Xue |
| 2004 | ICCSA | Applications of Fuzzy Data Mining Methods for Intrusion Detection Systems. | Jian Guan, Daxin Liu, Tong Wang |
| 1993 | ICRA | Intelligent Diagnostics in Robotics and Integrated Manufacturing Systems. | James H. Graham, Jian Guan |