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ORCIDZhiyuan Liu
Zhi-Yuan Liu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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- Zhiyuan Liu 0001
![[0000-0002-7709-2543]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7709-2543")
— Tsinghua University, Department of Computer Science and Technology, Beijing, China (and 1 more) - Zhiyuan Liu 0002 — Southeast University, Jiangsu, China
- Zhiyuan Liu 0003 — University of Colorado, Boulder, CO, USA
- Zhiyuan Liu 0004 — Chongqing University, China
- Zhiyuan Liu 0005 (aka: Zhi-Yuan Liu 0005) — Harbin Institute of Technology, Automotive Electronic Engineering Center, China (and 1 more)
- Zhiyuan Liu 0006 — Dalian University of Technology, China
- Zhiyuan Liu 0007 — Shandong Normal University, Jinan, China
- Zhiyuan Liu 0008 — Civil Aviation University of China, Tianjin, China
- Zhiyuan Liu 0009 — Beihang University, Beijing, China
- Zhiyuan Liu 0010 — National University of Singapore, Singapore (and 1 more)
- Zhiyuan Liu 0011 — Southeast University, School of Electronic Science and Engineering, National ASIC System Engineering Research Center, Nanjing, China
- Zhiyuan Liu 0012 — University of North Carolina, UNC, Department of Computer Science, Chapel Hill, USA
- Zhiyuan Liu 0013 — Chinese Academy of Sciences, CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Neural Engineering Center, China (and 2 more)
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2020 – today
- 2026
[j59]Yanxin Wang, Jing Yan, Zhengrun Zhang, Jianhua Wang, Zhiyuan Liu, Yingsan Geng, Dipti Srinivasan:
A novel multi-sensor fusion method for diagnosing insulation defects in gas-insulated substations guided by adaptive-attention and contrastive-based few-shot learning. Appl. Soft Comput. 190: 114600 (2026)- [j58]Tianruo Liu, Fuzhen Zhu, Zhiyuan Liu, Bing Zhu:
Unmanned aerial vehicle multi-object tracking based on cross-task shared feature and trajectory state transition. Appl. Soft Comput. 203: 116259 (2026) - [j57]Yongli Peng, Yujing Deng, Menghan Liu, Zhiyuan Liu, Ya-Hui Li, Xiang-Yu Zhao, Dong Xing, Jinzhu Jia, Hao Ge:
scDIAGRAM: detecting chromatin compartments from individual single-cell Hi-C matrix without imputation or reference features. Briefings Bioinform. 27(2) (2026) - [j56]Zhaoxing Jing, Chunjie Cao, Zhiyuan Liu, Hongyu Yan, Jingzhang Sun:
Smartguardia: smart contract vulnerability detection based on pruning abstract syntax tree and transfer learning. Computing 108(4): 60 (2026) - [j55]Guifu Su, Kaidi Zhang, Weili Guo, Junfeng Du, Xiaowen Qin, Lifei Song, Zhenghang Zhang, Hailin Shan, Ying Han, Yangyang Zhao, Zhiyuan Liu, Jun Xiao, Yupeng Wang, Zishu Zhu:
Results on k -leaf-connected graphs and digraphs: A survey. Discret. Appl. Math. 389: 58-82 (2026) - [j54]Zhiyuan Liu, Yungang Liu, Yuan Wang:
Finite-time output safe control of uncertain nonlinear systems. Int. J. Syst. Sci. 57(2): 547-560 (2026) - [j53]Zhiyuan Liu, Quan Qian:
Traj2Relax: A Trajectory-Supervised Method for Robust Structure Relaxation. J. Chem. Inf. Model. 66(4): 2081-2093 (2026) - [j52]Zhiyuan Liu, Qingyu Liu, Shuhang Zhang, Hongliang Zhang, Lingyang Song:
A Fine-Grained 3D Radio Map Construction Paradigm With Ultra-Low Sampling Rates by Large Generative Models. IEEE J. Sel. Areas Commun. 44: 4397-4413 (2026) - [j51]Yi Zhang, Wenwen He, Zhiyuan Liu, Qinghua Ren, Yongzhao Zhan:
Subdomain adaptive feature enhancement via confidence-adjudicated dual-decision pseudo-labeling for cross-subject and cross-session EEG emotion recognition. Multim. Syst. 32(3): 203 (2026) - [j50]Qian Zhang, Na Yue, Congqian Zhu, Yutong Chen, Zhiyuan Liu:
Divergent institutional logics of quantification in research evaluation: evidence from RPT policies in Chinese and U.S. research universities. Scientometrics 131(8): 5479-5496 (2026) - [j49]Yinghong Ma, Lu Chen, Zhiyuan Liu, Shengyao Zhou, Le Song:
BiLSTM-ResNet-CRF: An Improved Model for Subject Knowledge Graph Construction. Syst. 14(6) (2026) - [j48]Zhiyuan Liu, Zhiyong Sun, Jin Chen, Ming Cao:
Constructing Generalized Singularity-Free Controllers for Distance-Based Formations. IEEE Trans. Control. Netw. Syst. 13(2): 1170-1181 (2026) - [c49]Liang Zhao, Tianqi Yue, Shubin Ma, Ziyue Wang, Zhiyuan Liu, Bo Xu:
KNNDA: A New Perspective of Alignment Recovery for Partially View-Aligned Clustering. AAAI 2026: 28706-28714 - [c48]Yuxiao Ye, Yiming Zhang, Yiran Rex Ma, Huiyuan Xie, Huining Zhu, Zhiyuan Liu:
LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation. ACL (Findings) 2026: 20544-20558 - [c47]Yankai Zhao, Xiaoying Tang, Zhiyuan Liu, Tianlu He, Yani Zhang, Zuyuan Liang, Siao Li, Peijin Lv:
Exploring LLM-Enhanced Interactive Storytelling in Immersive VR for Children: Designing for Attention, Engagement, and Parental Mediation. HCII (17) 2026: 121-142 - [c46]Zhiyuan Liu, Yingying Jiang, Huiyan Wang:
The Stylistic Blind Spot: Uncovering the Hidden Implicit Bias of Coding Style on LLM Code Evaluation. SIGSOFT FSE Companion 2026: 1371-1375 - [c45]Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang:
Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning. WWW 2026: 4127-4136 - [c44]Zhiyuan Liu, Xiaodong Yue, Yufei Chen, Shijie Ding, Jie Shi:
Enhancing Trusted Multi-View Classification via Adaptive Regularization Guided by View-Specific Biases. WWW 2026: 8669-8672 - [i60]Yuxiao Ye, Yiming Zhang, Yiran Ma, Huiyuan Xie, Huining Zhu, Zhiyuan Liu:
LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation. CoRR abs/2601.04516 (2026) - [i59]Zhihao Wang, Yiyang Liu, Ting Wang, Zhiyuan Liu:
Developmental trajectories of decision making and affective dynamics in large language models. CoRR abs/2601.14268 (2026) - [i58]Yiliu He, Tianle Li, Binghao Ji, Zhiyuan Liu, Di Huang:
EvoOpt-LLM: Evolving industrial optimization models with large language models. CoRR abs/2602.01082 (2026) - [i57]Ran Li, Zeyuan Liu, Yinghao Chen, Bingxiang He, Jiarui Yuan, Zixuan Fu, Weize Chen, Jinyi Hu, Zhiyuan Liu, Maosong Sun:
CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning. CoRR abs/2602.02979 (2026) - [i56]Xinwu Ye, Yicheng Mao, Jia Zhang, Yimeng Liu, Li Hao, Fang Wu, Zhiwei Li, Yuxuan Liao, Zehong Wang, Zhiyuan Liu, Zhenfei Yin, Li Yuan, Philip Torr, Huan Sun, Xiangxiang Zeng, Mengdi Wang, Le Cong, Shenghua Gao, Xiangru Tang:
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning. CoRR abs/2602.07075 (2026) - [i55]Yuhao Chen, Zhihao Zhan, Xiaoxin Lin, Zijian Song, Hao Liu, Qinhan Lyu, Yubo Zu, Xiao Chen, Zhiyuan Liu, Tao Pu, Tianshui Chen, Keze Wang, Liang Lin, Guangrun Wang:
RADAR: Benchmarking Vision-Language-Action Generalization via Real-World Dynamics, Spatial-Physical Intelligence, and Autonomous Evaluation. CoRR abs/2602.10980 (2026) - [i54]Zhihang Yuan, Zhiyuan Liu, Mahesh K. Marina:
AltTS: A Dual-Path Framework with Alternating Optimization for Multivariate Time Series Forecasting. CoRR abs/2602.11533 (2026) - [i53]Yuxuan Linghu, Zhiyuan Liu, Qi Deng:
A Penalty Approach for Differentiation Through Black-Box Quadratic Programming Solvers. CoRR abs/2602.14154 (2026) - [i52]Hong Li, Zhen Zhou, Honggang Zhang, Yuping Luo, Xinyue Wang, Han Gong, Zhiyuan Liu:
Silent Inconsistency in Data-Parallel Full Fine-Tuning: Diagnosing Worker-Level Optimization Misalignment. CoRR abs/2602.14462 (2026) - [i51]Ruixi Wu, Shaobo Wang, Jiahuan Chen, Zhiyuan Liu, Yicun Yang, Zhaorun Chen, Zekai Li, Kaixin Li, Xinming Wang, Hongzhu Yi, Kai Wang, Linfeng Zhang:
Towards Principled Dataset Distillation: A Spectral Distribution Perspective. CoRR abs/2603.01698 (2026) - [i50]Yebo Wu, Feng Liu, Ziwei Xie, Zhiyuan Liu, Changwang Zhang, Jun Wang, Li Li:
TSEmbed: Unlocking Task Scaling in Universal Multimodal Embeddings. CoRR abs/2603.04772 (2026) - [i49]Jinyu Zhang, Di Huang, Yue Liu, Shuo Wang, Zhenyu Pu, Zhiyuan Liu:
Para-B&B: Load-Balanced Deterministic Parallelization of Solving MIP. CoRR abs/2604.09556 (2026) - [i48]Hao Cheng, Yanbo Jiang, Wenhao Yu, Rui Zhou, Jiang Bian, Keyu Chen, Zhiyuan Liu, Heye Huang, Hailun Zhang, Fang Zhang, Jianqiang Wang, Sifa Zheng:
Driving risk emerges from the required two-dimensional joint evasive acceleration. CoRR abs/2604.17841 (2026) - [i47]Zehong Ke, Yanbo Jiang, Jinhao Li, Zhiyuan Liu, Yiqian Tu, Qingwen Meng, Heye Huang, Jianqiang Wang:
From Scene to Object: Text-Guided Dual-Gaze Prediction. CoRR abs/2604.20191 (2026) - [i46]Yining Xing, Zehong Ke, Yiqian Tu, Zhiyuan Liu, Wenhao Yu, Jianqiang Wang:
MISTY: High-Throughput Motion Planning via Mixer-based Single-step Drifting. CoRR abs/2604.21489 (2026) - [i45]Qingchuan Zhang, He Cao, Hao Li, Yanjun Shao, Zhiyuan Liu, Shihang Wang, Shufang Xie, Shenghua Gao, Xinwu Ye:
FORGE: Fragment-Oriented Ranking and Generation for Context-Aware Molecular Optimization. CoRR abs/2605.10230 (2026) - [i44]Ziyu Xu, Zijian Zhang, Liang Wang, Zhiyuan Liu, Qiang Liu, Shu Wu, Liang Wang:
Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design. CoRR abs/2605.15243 (2026) - [i43]Yuxuan Chen, Changwei Lv, Yunduo Xiao, Zhongjing Du, Daquan Zhou, Yukun Yan, Zheni Zeng, Zhiyuan Liu:
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules. CoRR abs/2605.22287 (2026) - [i42]Chen Wei, Fanding Xu, Minghao Sun, Zhiyuan Liu, Lin Wang, Tianrui Jia, Yihang Zhou, Yang Zhang:
Ligand-Conditioned Discrete Diffusion for Protein Sequence-Structure Co-Design. CoRR abs/2605.27413 (2026) - [i41]Yuxiao Ye, Yiwen Zhang, Huiyuan Xie, Yuqin Huang, Zhiyuan Liu:
GARL: Game-Theoretic Reinforcement Learning for Multi-Agent Strategic Prioritisation. CoRR abs/2606.05002 (2026) - [i40]Yining Xing, Zehong Ke, Zhiyuan Liu, Yanbo Jiang, Wenhao Yu, Jianqiang Wang:
CLEAR: Cognition and Latent Evaluation for Adaptive Routing in End-to-End Autonomous Driving. CoRR abs/2606.06219 (2026) - [i39]Haoyu Wang, Haiyan Zhao, Xingyu Yu, Zhangyang Yao, Xu Han, Zhiyuan Liu, Maosong Sun:
UniSVQ: 2-bit Unified Scalar-Vector Quantization. CoRR abs/2606.10520 (2026) - [i38]Oxygen AIIC, Chan Long, Chao Liu, Chaofan Chen, Chaohui Dong, Chunyuan Guo, Danping Liu, Debin Liu, Deping Xiang, Fulai Xu, Guangyue Liu, Hao Li, Huichun Hu, Jian Yang, Jianan Wang, Jianbo Zhao, Jiaoyang Li, Jiaxing Wang, Jinglong Li, Jinjin Guo, Jun Fang, Jun Liu, Kai Zhou, Li Wang, Lili Gao, Liying Chen, Luning Yang, Mengdi Zhou, Pengzhang Liu, Qi Lv, Qianyun Wang, Qixia Jiang, Ruyue Li, Shimu Liang, Shuxing Wang, Sijie Zhang, Siqi Li, Tianhao Gao, Wang Ke, Weihu Huang, Wencan Lai, Wenjie Zhang, Xiaohui Zhang, Xiaojing Dong, Ya Liu, Yifeng Zhang, Yixiang Wang, Yongtai Zhang, Yongyi Liao, Zhaoru Chen, Zhen Chen, Zhiyong Ma, Zhiyuan Liu, Zhongwei Liu, Ziyan Xing:
JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications. CoRR abs/2606.28070 (2026) - [i37]Zhiyuan Liu, Yihe Li, Trevor E. Carlson, Huiyan Wang, Ruijie Meng, Gregory J. Duck:
When is LLM-Based Program Reasoning Correct? A Completion Semantics for LLM-Based Code Inference. CoRR abs/2607.12490 (2026) - [i36]Yining Xing, Zhiyuan Liu, Zehong Ke, Wenhao Yu, Jianqiang Wang:
DRIFT: Drift and Aggregation for Motion Planning. CoRR abs/2607.14507 (2026) - [i35]Runyang You, Zhiyuan Liu, Yongqi Li, Wenjie Li:
SLPO: Scaling Latent Reasoning via a Surrogate Policy. CoRR abs/2607.19691 (2026) - [i34]Sen Zhao, Cheng Liu, Shuyin Xia, Zhiyuan Liu, Yi Liu, Yi Wang, Wei Wang:
Multi-Granularity Position Embedding of Graphs via Granular-Ball for Link Prediction. CoRR abs/2607.29115 (2026) - 2025
- [j47]Yifan Yang, Zengwei Guo, Zhiyuan Liu:
Parameter identification in prestressed concrete beams by incremental beam-column equation and physics-informed neural networks. Comput. Aided Civ. Infrastructure Eng. 40(19): 2876-2899 (2025) - [j46]Ning Xu, Fengjun Wu, Zhiyuan Liu, Yisi Zhan:
Evaluating the academic outcome of AI-powered joint support for at-risk students. Comput. Educ. Artif. Intell. 9: 100517 (2025) - [j45]Yiran Wang, Pengli Mo, Jingxu Chen, Zhiyuan Liu:
Managing oversaturation in BRT corridors: A new approach of timetabling for resilience enhancement using a tailored integer L-shaped algorithm. Eur. J. Oper. Res. 320(1): 219-238 (2025) - [j44]Jing Fu, Lele Zhang, Zhiyuan Liu:
A restless bandit model for dynamic ride matching with reneging travelers. Eur. J. Oper. Res. 320(3): 581-592 (2025) - [j43]Bin Hu, Yinghong Ma, Zhiyuan Liu, Hong Wang:
A social importance and category enhanced cold-start user recommendation system. Expert Syst. Appl. 277: 127130 (2025) - [j42]Weichen Zhao, Yuxing Lu, Zhiyuan Liu, Yuan Yang, Ge Jiao:
Cross-modal alignment with synthetic caption for text-based person search. Int. J. Multim. Inf. Retr. 14(2): 11 (2025) - [j41]Lei Zhang, Wenjie Li, Huichuwu Li, Weiyi Huang, Yang Ming, Qingxing Guo, Ping Jiang, Zhiyuan Liu:
Taking the Advantages of User Diversity to Enhance WiFi-Based Gesture Recognition. IEEE Internet Things J. 12(23): 51786-51799 (2025) - [j40]Suzhen He, Junwei Huang, Yaning Feng, Zhiyuan Liu, Panfei Li, Lilin Guo:
Sequential attention and edge-guided pooling for intracranial aneurysm segmentation in point clouds. J. Electronic Imaging 34(4) (2025) - [j39]Zhiyuan Liu, Shuhang Zhang, Qingyu Liu, Hongliang Zhang, Lingyang Song:
WiFi-Diffusion: Achieving Fine-Grained WiFi Radio Map Estimation With Ultra-Low Sampling Rate by Diffusion Models. IEEE J. Sel. Areas Commun. 43(11): 3796-3812 (2025) - [j38]Wenwen He, Yi Zhang, Zhiyuan Liu, Yalan Ye, Qinghua Ren, Yongzhao Zhan:
Unsupervised subdomain adaptation framework guided by pseudo label for cross-subject and cross-session EEG emotion recognition. Multim. Syst. 31(5): 319 (2025) - [j37]Sijia Liu, Shuang Li, Haoran Jiang, Lixing Yin, Yu Xu, Zhiyuan Liu, Xiuyan Guo:
Subjective value-weights on benefit and risk in human neurocomputation changes between conservative and risky decision-making. NeuroImage 322: 121546 (2025) - [j36]Zhiyuan Liu, Qi Zou, Xixia Xu, Yanting Pei:
Multi-Person Pose Estimation with Feature Enhancement and Decoupling Based on Contrastive Learning. ACM Trans. Multim. Comput. Commun. Appl. 21(6): 181:1-181:23 (2025) - [j35]Yuning Wang, Zhiyuan Liu, Haotian Lin, Junkai Jiang, Shaobing Xu, Jianqiang Wang:
PreGSU: A Generalized Traffic Scene Understanding Model for Autonomous Driving Based on Pretrained Graph Attention Network. IEEE Trans. Syst. Man Cybern. Syst. 55(12): 9604-9616 (2025) - [j34]Yutian Zhang, Guohong Zheng, Zhiyuan Liu, Quan Li, Haipeng Zeng:
MARLens: Understanding Multi-Agent Reinforcement Learning for Traffic Signal Control via Visual Analytics. IEEE Trans. Vis. Comput. Graph. 31(7): 4018-4033 (2025) - [c43]Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guoyin Wang:
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training. AAAI 2025: 12872-12880 - [c42]Shaobo Wang, Yicun Yang, Zhiyuan Liu, Chenghao Sun, Xuming Hu, Conghui He, Linfeng Zhang:
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective. CVPR 2025: 25570-25580 - [c41]Yaya Zhao, Kaiqi Zhao, Zixuan Tang, Zhiyuan Liu, Xiaoling Lu, Yalei Du:
A Modality-Tailored Graph Modeling Framework for Urban Region Representation via Contrastive Learning. ECAI 2025: 3098-3105 - [c40]Zhiyuan Liu, Leheng Li, Yuning Wang, Haotian Lin, Hao Chen, Zhizhe Liu, Lei He, Jianqiang Wang:
Controllable Traffic Simulation through LLM-Guided Hierarchical Reasoning and Refinement. IROS 2025: 6288-6295 - [c39]Xingyu Shen, Shengding Hu, Xinrong Zhang, Xu Han, Xiaojun Meng, Jiansheng Wei, Zhiyuan Liu, Maosong Sun:
AutoClean: LLMs Can Prepare Their Training Corpus. NAACL (System Demonstrations) 2025: 85-95 - [c38]Chao Song, Zhiyuan Liu, Han Huang, Liang Wang, Qiong Wang, Jian-Yu Shi, Hui Yu, Yihang Zhou, Yang Zhang:
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation. NeurIPS 2025 - [c37]Zhiyuan Liu, Qingyu Liu, Shuhang Zhang, Hongliang Zhang, Kangjun Liu, Yaowei Wang:
GenRadio: A Generative Framework for Fine-Grained 3D Radio Map Estimation. VTC2025-Fall 2025: 1-7 - [c36]Zhiyuan Liu, Shuai Shao:
RadioPix2pix: A GAN-based Style Transfer Model for 2D Radio Map Estimation. VTC2025-Fall 2025: 1-5 - [i33]Liang Wang, Chao Song, Zhiyuan Liu, Yu Rong, Qiang Liu, Shu Wu, Liang Wang:
Diffusion Models for Molecules: A Survey of Methods and Tasks. CoRR abs/2502.09511 (2025) - [i32]Shaobo Wang, Yicun Yang, Zhiyuan Liu, Chenghao Sun, Xuming Hu, Conghui He, Linfeng Zhang:
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective. CoRR abs/2502.20653 (2025) - [i31]Zhiyuan Liu, Yuting Zhang, Feng Liu, Changwang Zhang, Ying Sun, Jun Wang:
OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning. CoRR abs/2503.16081 (2025) - [i30]Shijun Zhou, Yajing Liu, Chunhui Hao, Zhiyuan Liu, Jiandong Tian:
IDDM: Bridging Synthetic-to-Real Domain Gap from Physics-Guided Diffusion for Real-world Image Dehazing. CoRR abs/2504.21385 (2025) - [i29]Zhiyuan Liu, Yicun Yang, Yaojie Zhang, Junjie Chen, Chang Zou, Qingyuan Wei, Shaobo Wang, Linfeng Zhang:
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching. CoRR abs/2506.06295 (2025) - [i28]Qingyan Wei, Yaojie Zhang, Zhiyuan Liu, Dongrui Liu, Linfeng Zhang:
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles. CoRR abs/2506.10848 (2025) - [i27]Liang Wang, Yu Rong, Tingyang Xu, Zhenyi Zhong, Zhiyuan Liu, Pengju Wang, Deli Zhao, Qiang Liu, Shu Wu, Liang Wang:
DiffSpectra: Molecular Structure Elucidation from Spectra using Diffusion Models. CoRR abs/2507.06853 (2025) - [i26]Zichen Wen, Jiashu Qu, Dongrui Liu, Zhiyuan Liu, Ruixi Wu, Yicun Yang, Xiangqi Jin, Haoyun Xu, Xuyang Liu, Weijia Li, Chaochao Lu, Jing Shao, Conghui He, Linfeng Zhang:
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs. CoRR abs/2507.11097 (2025) - [i25]Yaya Zhao, Kaiqi Zhao, Zixuan Tang, Zhiyuan Liu, Xiaoling Lu, Yalei Du:
A Modality-Tailored Graph Modeling Framework for Urban Region Representation via Contrastive Learning. CoRR abs/2509.23772 (2025) - [i24]Chao Song, Zhiyuan Liu, Han Huang, Liang Wang, Qiong Wang, Jianyu Shi, Hui Yu, Yihang Zhou, Yang Zhang:
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation. CoRR abs/2510.25132 (2025) - [i23]Cheng Yin, Yankai Lin, Wang Xu, Sikyuen Tam, Xiangrui Zeng, Zhiyuan Liu, Zhouping Yin:
DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models. CoRR abs/2511.15669 (2025) - [i22]Jiaoyang Li, Jun Fang, Tianhao Gao, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang:
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning. CoRR abs/2511.20997 (2025) - [i21]Yuxuan Linghu, Zhiyuan Liu, Qi Deng:
Integrated Prediction and Multi-period Portfolio Optimization. CoRR abs/2512.11273 (2025) - [i20]Na Gao, Chenfei Ye, Yanwu Yang, Anqi Li, Zhengbo He, Li Liang, Zhiyuan Liu, Xingyu Hao, Ting Ma, Tengfei Guo:
HippMetric: A skeletal-representation-based framework for cross-sectional and longitudinal hippocampal substructural morphometry. CoRR abs/2512.19214 (2025) - [i19]Zhiyuan Liu, Daocheng Fu, Pinlong Cai, Lening Wang, Ying Liu, Yilong Ren, Botian Shi, Jianqiang Wang:
SymDrive: Realistic and Controllable Driving Simulator via Symmetric Auto-regressive Online Restoration. CoRR abs/2512.21618 (2025) - 2024
- [j33]Jingxue Chen, Hang Yan, Zhiyuan Liu, Min Zhang, Hu Xiong, Shui Yu:
When Federated Learning Meets Privacy-Preserving Computation. ACM Comput. Surv. 56(12): 319:1-319:36 (2024) - [j32]Yiran Wang, Jingxu Chen, Zhiyuan Liu:
Terminal-based zonal bus: A novel flexible transit system design and implementation. Expert Syst. Appl. 238(Part C): 121793 (2024) - [j31]Zhendong He, Xiangyang Gao, Zhiyuan Liu, Xiaoyu An, Anping Zheng:
Rail surface defect data enhancement method based on improved ACGAN. Frontiers Neurorobotics 18 (2024) - [j30]Yan Ke, Hongtao Chen, Zhiyuan Liu, Zhiyong Yang:
Perception and early warning technology of power substation safety construction operation based on multi-dimensional information fusion. Int. J. Wirel. Mob. Comput. 26(4): 408-415 (2024) - [j29]Yan Ke, Hongtao Chen, Zhiyuan Liu, Zhiyong Yang, Lin Song:
Research on three-dimensional perception and protection technology for power construction safety operations. Int. J. Wirel. Mob. Comput. 27(2): 133-140 (2024) - [c35]Zhiyuan Liu, Beining Zhang, Yangping Wu, Zhidong Zhang, Junjie Chen, Hongjun Li:
Research on the Identification of Common Economic Shellfish in Jiangsu Based on Fused-ResNet Network. ANNPR 2024: 295-307 - [c34]Zhiyuan Liu, Zhiyong Sun, Jin Chen, Ming Cao:
Generalized Singularity-free Controller Design for Distance-based Multi-agent Formations. CDC 2024: 64-69 - [c33]Zhiyuan Liu, Yirui Ma, Wei Chen, Qian Zhou, Lei Zhao:
HMM: A Hybrid Multi-modal Model for User Identity Linkage. DASFAA (3) 2024: 403-418 - [c32]Yuxiang Chen, Zhiping Dan, Zhun Gao, Hongzhi Zhang, Zhiyuan Liu, Ji Lu:
Chinese Medical Continual Named Entity Recognition Based on Continual Learning and Knowledge Distillation. HPCC 2024: 885-893 - [c31]Zhiyuan Liu, Yi Wang, Zhiren Wang:
Fast Equilibrium of SGD in Generic Situations. ICLR 2024 - [c30]Haotian Lin, Yixiao Wang, Mingxiao Huo, Chensheng Peng, Zhiyuan Liu, Masayoshi Tomizuka:
Joint Pedestrian Trajectory Prediction through Posterior Sampling. IROS 2024: 5672-5679 - [c29]Rui Huang, Weizheng Nong, Xiao Chen, Xiao Du, Zhiyuan Liu:
Research on Artificial Intelligence-based Condition Monitoring Technology for Electricity Metering Equipment. PEAI 2024: 24-28 - [c28]Zhiyuan Liu, Ming Cao:
Local Stability Analysis for Tensegrity-Based Multi-Agent Formations. RoMoCo 2024: 130-135 - [i18]Si Sun, Hanqing Zhang, Zhiyuan Liu, Jie Bao, Dawei Song:
LLM-Oriented Retrieval Tuner. CoRR abs/2403.01999 (2024) - [i17]Alex Young, Bei Chen, Chao Li, Chengen Huang, Ge Zhang, Guanwei Zhang, Heng Li, Jiangcheng Zhu, Jianqun Chen, Jing Chang, Kaidong Yu, Peng Liu, Qiang Liu, Shawn Yue, Senbin Yang, Shiming Yang, Tao Yu, Wen Xie, Wenhao Huang, Xiaohui Hu, Xiaoyi Ren, Xinyao Niu, Pengcheng Nie, Yuchi Xu, Yudong Liu, Yue Wang, Yuxuan Cai, Zhenyu Gu, Zhiyuan Liu, Zonghong Dai:
Yi: Open Foundation Models by 01.AI. CoRR abs/2403.04652 (2024) - [i16]Haotian Lin, Yixiao Wang, Mingxiao Huo, Chensheng Peng, Zhiyuan Liu, Masayoshi Tomizuka:
Joint Pedestrian Trajectory Prediction through Posterior Sampling. CoRR abs/2404.00237 (2024) - [i15]Yuning Wang, Zhiyuan Liu, Haotian Lin, Junkai Jiang, Shaobing Xu, Jianqiang Wang:
PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network. CoRR abs/2404.10263 (2024) - [i14]Zhiyuan Liu, Leheng Li, Yuning Wang, Haotian Lin, Zhizhe Liu, Lei He, Jianqiang Wang:
Controllable Traffic Simulation through LLM-Guided Hierarchical Chain-of-Thought Reasoning. CoRR abs/2409.15135 (2024) - [i13]Yutian Zhang, Guohong Zheng, Zhiyuan Liu, Quan Li, Haipeng Zeng:
MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics. CoRR abs/2410.01364 (2024) - [i12]Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu:
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning. CoRR abs/2410.22782 (2024) - [i11]Alan Wake, Bei Chen, C. X. Lv, Chao Li, Chengen Huang, Chenglin Cai, Chujie Zheng, Daniel Cooper, Fan Zhou, Feng Hu, Guoyin Wang, Heng Ji, Howard Qiu, Jiangcheng Zhu, Jun Tian, Katherine Su, Lihuan Zhang, Liying Li, Ming Song, Mou Li, Peng Liu, Qicheng Hu, Shawn Wang, Shijun Zhou, Shiming Yang, Shiyong Li, Tianhang Zhu, Wen Xie, Xiang He, Xiaobo Chen, Xiaohui Hu, Xiaoyi Ren, Xinyao Niu, Yanpeng Li, Yongke Zhao, Yongzhen Luo, Yuchi Xu, Yuxuan Sha, Zhaodong Yan, Zhiyuan Liu, Zirui Zhang, Zonghong Dai:
Yi-Lightning Technical Report. CoRR abs/2412.01253 (2024) - [i10]Shaojing Sun, Zhiyuan Liu, David Waxman:
A dynamical measure of algorithmically infused visibility. CoRR abs/2412.04735 (2024) - [i9]Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guo-Yin Wang:
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training. CoRR abs/2412.13842 (2024) - 2023
- [j28]Binjing Xu, Qiong Wu, Hong Qin, Zhiyuan Liu, Lin Shi, Shuang Li:
VCSNet: V-fused color saliency net. Concurr. Comput. Pract. Exp. 35(26) (2023) - [j27]Zhiyuan Liu, Wenlei Sun, Saike Chang, Kezhan Zhang, Yinjun Ba, Renben Jiang:
Corn Harvester Bearing Fault Diagnosis Based on ABC-VMD and Optimized EfficientNet. Entropy 25(9): 1273 (2023) - [j26]Ende Wang, Hui Sun, Bing Wang, Zhiyu Cao, Zhiyuan Liu:
3D-FEGNet: A feature enhanced point cloud generation network from a single image. IET Comput. Vis. 17(1): 98-110 (2023) - [j25]Zhiyuan Liu, Wei Xu, Wenping Zhang, Qiqi Jiang:
An emotion-based personalized music recommendation framework for emotion improvement. Inf. Process. Manag. 60(3): 103256 (2023) - [j24]Bo Ni, Zhiyuan Liu, Xiantao Cai, Michele Nappi, Shaohua Wan:
Segmentation of ultrasound image sequences by combing a novel deep siamese network with a deformable contour model. Neural Comput. Appl. 35(20): 14535-14549 (2023) - [j23]Hang Li, Tonghao Xing, Shijie Wei, Zhiyuan Liu, Jiang Zhang, Gui-Lu Long:
BQ-Bank: A Quantum Software for Finance and Banking. Quantum Eng. 2023: 1-10 (2023) - [j22]Lei Li, Zhiyuan Liu, Zan Zhang, Huanhuan Chen, Xindong Wu:
Three-way Preference Completion via Preference Graph. ACM Trans. Knowl. Discov. Data 17(6): 89:1-89:19 (2023) - [c27]Xiaobo Wei, Peng Li, Weiyi Huang, Zhiyuan Liu, Qin Liu:
Two-stage Vehicle Pair Dispatch in Multi-hop Ridesharing. CSCWD 2023: 255-260 - [c26]Zhiyuan Liu, Chunjie Cao, Fangjian Tao, Jingzhang Sun:
Revisiting Graph Contrastive Learning for Anomaly Detection. ECAI 2023: 1585-1592 - [c25]Yuting Li, Ping Luo, Yunfeng Peng, Zhiyuan Liu:
Model Free iterative learning for table motion control of lithography machine. ICISE 2023: 47-50 - [c24]Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu:
Automatic Truss Design with Reinforcement Learning. IJCAI 2023: 3659-3667 - [c23]Bei Li, Wenkang Fan, Mingxian Yang, Zhiyuan Liu, Song Zheng, Jianhui Chen, Yinran Chen, Xiongbiao Luo:
DUP-Net: Double U-PoolFormer Networks for Renal Artery Segmentation in CT Urography. IJCNN 2023: 1-8 - [c22]Yuning Wang, Zhiyuan Liu, Haotian Lin, Jinhao Li, Ruochen Li, Jianqiang Wang:
VIF-GNN: A Novel Agent Trajectory Prediction Model based on Virtual Interaction Force and GNN. IV 2023: 1-7 - [c21]Mingxian Yang, Yinran Chen, Bei Li, Zhiyuan Liu, Song Zheng, Jianhui Chen, Xiongbiao Luo:
A Novel Video-CTU Registration Method with Structural Point Similarity for FURS Navigation. MICCAI (9) 2023: 123-132 - [c20]Zhiyuan Liu, Mingxian Yang, Hao Qi, Ming Wu, Kaiyun Zhang, Song Zheng, Jianhui Chen, Yinran Chen, Xiongbiao Luo:
MixU-Net: Hybrid CNN-MLP Networks for Urinary Collecting System Segmentation. PRCV (5) 2023: 468-479 - [i8]Lan Fu, Zhiyuan Liu, Jinlong Li, Jeff P. Simmons, Hongkai Yu, Song Wang:
Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data. CoRR abs/2302.05541 (2023) - [i7]Zhiyuan Liu, Chunjie Cao, Fangjian Tao, Jingzhang Sun:
Revisiting Graph Contrastive Learning for Anomaly Detection. CoRR abs/2305.02496 (2023) - [i6]Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu:
Automatic Truss Design with Reinforcement Learning. CoRR abs/2306.15182 (2023) - [i5]Rong Liu, Enyu Zhao, Zhiyuan Liu, Andrew Wei-Wen Feng, Scott John Easley:
Instant Photorealistic Style Transfer: A Lightweight and Adaptive Approach. CoRR abs/2309.10011 (2023) - 2022
- [j21]Zhiyuan Liu, Meng Ma:
Deep Learning-Based Joint Optimization of Modulation and Power for Nonlinearity-Constrained System. IEEE Access 10: 30018-30025 (2022) - [j20]Min Zhu, Han Yu, Zhiyuan Liu, Bingqing Shen, Lihong Jiang, Hongming Cai:
An intelligent collaboration framework of IoT applications based on event logic graph. Future Gener. Comput. Syst. 137: 31-41 (2022) - [j19]Hang Li, Pan Gao, Jiang Zhang, Zhiyuan Liu, Hai Wei, Kai Wen, Shijie Wei, Gui-Lu Long:
BQ-Chem: A Quantum Software Program for Chemistry Simulation Based on the Full Quantum Eigensolver Algorithm. Quantum Eng. 2022: 1-13 (2022) - [j18]Yun Geng, Jinlong Dong, Xiaofei Yao, Jiangang Ding, Chen Guan, Yingsan Geng, Zhiyuan Liu:
A New Measurement Method of Contact Conditions in a Vacuum Circuit Breaker With the Field Emission Current During the Closing Operation. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j17]Zhuoran Cai, Zhiyuan Liu, Liang Kou:
Reliable UAV Monitoring System Using Deep Learning Approaches. IEEE Trans. Reliab. 71(2): 973-983 (2022) - [j16]Han Yu, Hongming Cai, Zhiyuan Liu, Boyi Xu, Lihong Jiang:
An Automated Metadata Generation Method for Data Lake of Industrial WoT Applications. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 5235-5248 (2022) - [c19]Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao, Weipeng Yan:
LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis. COLING 2022: 7002-7012 - [c18]Zhiyuan Liu, Peng Li, Weiyi Huang, Jiahu Wang, Lei Nie:
Duration-Aware Task Assignment for Heterogeneous Mobility Users in Crowdsensing. CSCWD 2022: 992-997 - [c17]Xiaoyu Lin, Chunjie Cao, Longjuan Wang, Zhiyuan Liu, Mengqian Li, Haiying Ma:
DCAL: A New Method for Defending Against Adversarial Examples. ICAIS (2) 2022: 38-50 - [c16]Zhiyuan Liu, Yuexiang Yu, Jikun Lv, Xiong Zhang:
An economic analysis of software piracy in a competitive cloud computing market: A product bundling perspective. ICEB 2022: 5 - [i4]Zhiyuan Liu, Chunjie Cao, Jingzhang Sun:
Mul-GAD: a semi-supervised graph anomaly detection framework via aggregating multi-view information. CoRR abs/2212.05478 (2022) - 2021
- [j15]Zhiyuan Liu, Linghui Wu, Weina Fu:
System Quality of Human Physiological Signal Based Medical Auxiliary Diagnosis. IEEE Access 9: 27130-27139 (2021) - [j14]Zhiyuan Liu, Lili Meng, Yanyan Tan, Jia Zhang, Huaxiang Zhang:
Image compression based on octave convolution and semantic segmentation. Knowl. Based Syst. 228: 107254 (2021) - [j13]Caichang Ding, Yiqin Chen, Zhiyuan Liu, Tianyin Liu:
Prediction on transmission trajectory of COVID-19 based on particle swarm algorithm. Pattern Recognit. Lett. 152: 70-78 (2021) - [c15]Zhiyuan Liu, Hongming Cai, Han Yu, Bingqing Shen, Lihong Jiang:
Constructing the Sequential Event Graph for Event Prediction towards Cyber-Physical Systems. CSCWD 2021: 1292-1297 - [i3]Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, Johan Mathe, Yann Cabanes, Wojciech Reise, Thomas Davies, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long:
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. CoRR abs/2108.09810 (2021) - [i2]Zhiyuan Liu, Chuanzheng Sun, Yuxin Jiang, Shiqi Jiang, Mei Ming:
Multi-modal application: Image Memes Generation. CoRR abs/2112.01651 (2021) - 2020
- [j12]Haomin Li, Zihan Wang, Yingsan Geng, Zhiyuan Liu, Jianhua Wang:
Dynamic Arc Current Distribution of Parallel Vacuum Arcs Subjected to Bipolar Axial Magnetic Field. IEEE Access 8: 58290-58299 (2020) - [j11]Zhiyuan Liu, Yinghong Ma, Xiujuan Wang:
A Compression-Based Multi-Objective Evolutionary Algorithm for Community Detection in Social Networks. IEEE Access 8: 62137-62150 (2020) - [j10]Xinjian Huang, Ziniu Li, Zhiyuan Liu, Bin Xiang, Yingsan Geng, Jianhua Wang:
Solving the Inverse Design Problem of Electrical Fuse With Machine Learning. IEEE Access 8: 74137-74144 (2020) - [j9]Zhiyuan Liu, Ming Yue, Lie Guo, Yongshun Zhang:
Trajectory planning and robust tracking control for a class of active articulated tractor-trailer vehicle with on-axle structure. Eur. J. Control 54: 87-98 (2020) - [j8]Guoping Lei, Xiuying Luo, Zhiyuan Liu, Ke Xiao, Min-Lu Dai:
Research on application of dynamic threshold least squares Beidou positioning algorithm in Beidou geological disaster monitoring in Three Gorges Reservoir Area. Trans. Emerg. Telecommun. Technol. 31(12) (2020) - [j7]Dufan Wu, Kuang Gong, Chiara Daniela Arru, Fatemeh Homayounieh, Bernardo Bizzo, Varun Buch, Hui Ren, Kyung Sang Kim, Nir Neumark, Pengcheng Xu, Zhiyuan Liu, Wei Fang, Nuobei Xie, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Alessandro Carriero, Luca Saba, Mahsa Masjedi, Hamidreza Talari, Rosa Babaei, Hadi Karimi Mobin, Shadi Ebrahimian, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li:
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. IEEE J. Biomed. Health Informatics 24(12): 3529-3538 (2020) - [c14]Guoqiang Li, Mingyang Zhang, Junjie Wu, Man Yuan, Zhiyuan Liu, Xing Ma:
Liquid Metal-Filled 3D Structure Wearable Sensor for Finger Bending Monitoring. HealthCom 2020: 1-3
2010 – 2019
- 2019
- [j6]Zongtao Duan, Kai Zhang, Zhe Chen, Zhiyuan Liu, Lei Tang, Yun Yang, Yuanyuan Ni:
Prediction of City-Scale Dynamic Taxi Origin-Destination Flows Using a Hybrid Deep Neural Network Combined With Travel Time. IEEE Access 7: 127816-127832 (2019) - [j5]Yuanzhe Yao, Zeheng Wang, Liang Li, Kun Lu, Runyu Liu, Zhiyuan Liu, Jing Yan:
An Ontology-Based Artificial Intelligence Model for Medicine Side-Effect Prediction: Taking Traditional Chinese Medicine as an Example. Comput. Math. Methods Medicine 2019: 8617503:1-8617503:7 (2019) - [j4]