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王国仁
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2020 – today
- 2026
[j281]Xu Jiang, Yurong Cheng
, Boyang Li, Ye Yuan, Guoren Wang:
S-Explainer: A self-explaining NLP framework based on cooperative rationalization and multi-hop evidence reasoning. Knowl. Based Syst. 336: 114754 (2026)- [j280]Chunhui Zhang, Rui Miao, Lizhong Ding, Pengqi Li, Yuhan Guo, Xingcan Li, Ye Yuan, Guoren Wang:
GCL-GroW: Graph contrastive learning via group whitening. Pattern Recognit. 172: 112757 (2026) - [j279]Xiang Wu, Rong-Hua Li, Zhaoxin Fan, Kai Chen, Yujin Gao, Hongchao Qin, Guoren Wang:
GRPCI: Harnessing Temporal-Spatial Dynamics for Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 38(2): 1144-1158 (2026) - [j278]Jiaqi Jiang, Rong-Hua Li, Longlong Lin, Yalong Zhang, Yue Zeng, Xiaowei Ye, Guoren Wang:
Pseudoarboricity-Based Skyline Important Community Search in Large Networks. IEEE Trans. Knowl. Data Eng. 38(2): 1264-1279 (2026) - [j277]Jiayi Wu, Zhengyu Wu, Xunkai Li, Rong-Hua Li, Hongchao Qin, Guoren Wang:
Effective Bug Detection in Graph Database Engines: An LLM-Based Approach. IEEE Trans. Knowl. Data Eng. 38(3): 1679-1694 (2026) - [i109]Yichun Yang, Longlong Lin, Rong-Hua Li, Meihao Liao, Guoren Wang:
Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs. CoRR abs/2601.11159 (2026) - [i108]Zekai Chen, Kairui Yang, Xunkai Li, Henan Sun, Zhihan Zhang, Jia Li, Qiangqiang Dai, Rong-Hua Li, Guoren Wang:
BoostFGL: Boosting Fairness in Federated Graph Learning. CoRR abs/2601.16496 (2026) - [i107]Zekai Chen, Haodong Lu, Xunkai Li, Henan Sun, Jia Li, Hongchao Qin, Rong-Hua Li, Guoren Wang:
DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs. CoRR abs/2601.16519 (2026) - [i106]Xunkai Li, Zhengyu Wu, Zekai Chen, Henan Sun, Daohan Su, Guang Zeng, Hongchao Qin, Rong-Hua Li, Guoren Wang:
LION: A Clifford Neural Paradigm for Multimodal-Attributed Graph Learning. CoRR abs/2601.21453 (2026) - [i105]Xunkai Li, Yuming Ai, Yinlin Zhu, Haodong Lu, Yi Zhang, Guohao Fu, Bowen Fan, Qiangqiang Dai, Rong-Hua Li, Guoren Wang:
MM-OpenFGL: A Comprehensive Benchmark for Multimodal Federated Graph Learning. CoRR abs/2601.22416 (2026) - [i104]Yilong Zuo, Xunkai Li, Zhihan Zhang, Qiangqiang Dai, Ronghua Li, Guoren Wang:
OptiMAG: Structure-Semantic Alignment via Unbalanced Optimal Transport. CoRR abs/2601.22856 (2026) - [i103]Xiang Wu, Rong-Hua Li, Xunkai Li, Kangfei Zhao, Hongchao Qin, Guoren Wang:
Scalable Topology-Preserving Graph Coarsening with Graph Collapse. CoRR abs/2601.22943 (2026) - [i102]Xinmo Jin, Bowen Fan, Xunkai Li, Henan Sun, YuXin Zeng, Zekai Chen, Yuxuan Sun, Jia Li, Qiangqiang Dai, Hongchao Qin, Rong-Hua Li, Guoren Wang:
OpenDDI: A Comprehensive Benchmark for DDI Prediction. CoRR abs/2602.00539 (2026) - [i101]Ru Zhang, Xunkai Li, Yaxin Deng, Sicheng Liu, Daohan Su, Qiangqiang Dai, Hongchao Qin, Rong-Hua Li, Guoren Wang, Jia Li:
DOGMA: Weaving Structural Information into Data-centric Single-cell Transcriptomics Analysis. CoRR abs/2602.01839 (2026) - [i100]Sicheng Liu, Xunkai Li, Daohan Su, Ru Zhang, Hongchao Qin, Ronghua Li, Guoren Wang:
Toward Effective Multimodal Graph Foundation Model: A Divide-and-Conquer Based Approach. CoRR abs/2602.04116 (2026) - [i99]Chenxi Wan, Xunkai Li, Yilong Zuo, Haokun Deng, Sihan Li, Bowen Fan, Hongchao Qin, Ronghua Li, Guoren Wang:
OpenMAG: A Comprehensive Benchmark for Multimodal-Attributed Graph. CoRR abs/2602.05576 (2026) - [i98]Xi Chen, Ming Li, Junxi Li, Changsheng Li, Peisong Wang, Lizhong Ding, Ye Yuan, Guoren Wang:
Astro: Activation-guided Structured Regularization for Outlier-Robust LLM Post-Training Quantization. CoRR abs/2602.07596 (2026) - 2025
- [j276]Yuan Li, Yi Guo, Yuhai Zhao, Guoli Yang, Guoren Wang:
Finding local influential communities in large weighted networks. Expert Syst. Appl. 291: 128457 (2025) - [j275]Hangxu Ji, Jiale Guo, Yongjiao Sun, Ye Yuan, Guoren Wang, Qi Wang:
A Novel Text Adversarial Sample Generation and Defense Method for SIoT Systems. IEEE Internet Things J. 12(17): 34931-34943 (2025) - [j274]Hangxu Ji, Yongjiao Sun, Yuyao Luan, Ye Yuan, Guoren Wang, Qi Wang:
An Intelligent Task and Data Deployment Method for SIoT Systems. IEEE Internet Things J. 12(17): 34944-34955 (2025) - [j273]Yuliang Ma, Jiayue Zong, Xiaoji Ren, Zhiyu Li, Kun Hao, Ye Yuan, Guoren Wang:
Robust AI-Driven Arrhythmia Detection via Compressive Sensing and Lightweight CNN. IEEE Internet Things J. 12(20): 41318-41331 (2025) - [j272]Hangxu Ji, Yongjiao Sun, Xinran Su, Yuwei Fu, Ye Yuan, Guoren Wang, Qi Wang:
DAPIC: Dynamic adjustment method of parallelism for iterative computing in Flink. Inf. Sci. 699: 121803 (2025) - [j271]Huiwen Bai, Lizhong Ding, Guoren Wang, Ye Yuan, Junyu Zhang, Yuwan Yang, Lianpeng Qiao:
Hierarchy-induced dual-channel tokenized graph learning. Knowl. Based Syst. 330: 114505 (2025) - [j270]Dayu Jia, Guanghong Yang, Min Huang, Junchang Xin, Guoren Wang:
Os-elm based storage strategy for efficient query in blockchain database. Int. J. Mach. Learn. Cybern. 16(4): 2835-2847 (2025) - [j269]Yalong Zhang, Rong-Hua Li, Qi Zhang, Hongchao Qin, Lu Qin, Guoren Wang:
Density Decomposition of Bipartite Graphs. Proc. ACM Manag. Data 3(1): 30:1-30:25 (2025) - [j268]Meihao Liao, Cheng Li, Rong-Hua Li, Guoren Wang:
Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs. Proc. ACM Manag. Data 3(1): 36:1-36:27 (2025) - [j267]Yalong Zhang, Rong-Hua Li, Longlong Lin, Qi Zhang, Lu Qin, Guoren Wang:
Integral Densest Subgraph Search on Directed Graphs. Proc. ACM Manag. Data 3(3): 176:1-176:26 (2025) - [j266]Yuhao Deng, Chengliang Chai, Kaisen Jin, Linan Zheng, Lei Cao, Ye Yuan, Guoren Wang:
Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection. Proc. ACM Manag. Data 3(3): 231:1-231:28 (2025) - [j265]Junjie Zhou, Meihao Liao, Rong-Hua Li, Longlong Lin, Guoren Wang:
One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor. Proc. ACM Manag. Data 3(4): 258:1-258:26 (2025) - [j264]Yue Zeng, Miao Qiao, Rong-Hua Li, Hongchao Qin, Guoren Wang:
Scaling Up k-Clique Percolation Community Detection. Proc. ACM Manag. Data 3(4): 263:1-263:27 (2025) - [j263]Xiaowei Ye, Rong-Hua Li, Guoren Wang:
The Power of Core Clique Removal for Exact Clique Enumeration. Proc. ACM Manag. Data 3(4): 269:1-269:27 (2025) - [j262]Qiangqiang Dai, Rong-Hua Li, Lianpeng Qiao, Donghang Cui, Guoren Wang:
Theoretically and Practically Efficient Maximum Biclique Search. Proc. ACM Manag. Data 3(6): 1-26 (2025) - [j261]Meihao Liao, Yueyang Pan, Rong-Hua Li, Guoren Wang:
Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: A Labelling Approach. Proc. ACM Manag. Data 3(6): 1-27 (2025) - [j260]Wentong Zhang, Kaiyu Feng, Lanting Fang, Junghoon Kim, Kaibo Zhang, Dahee Kim, Shuliang Wang, Ye Yuan, Guoren Wang:
Budgeted Strong Community Search in Heterogeneous Graphs. Proc. ACM Manag. Data 3(6): 1-27 (2025) - [j259]Kaituo Feng, Yikun Miao, Changsheng Li, Ye Yuan, Guoren Wang:
Shared Growth of Graph Neural Networks via Prompted Free-Direction Knowledge Distillation. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4377-4394 (2025) - [j258]Xunkai Li, Yinlin Zhu, Boyang Pang, Guochen Yan, Yeyu Yan, Zening Li, Zhengyu Wu, Wentao Zhang, Ronghua Li, Guoren Wang:
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning. Proc. VLDB Endow. 18(5): 1305-1320 (2025) - [j257]Hongchao Qin, Guang Zeng, Ronghua Li, Longlong Lin, Ye Yuan, Guoren Wang:
Truss Decomposition in Hypergraphs. Proc. VLDB Endow. 18(7): 2185-2197 (2025) - [j256]Chengliang Chai, Jiajun Li, Yuhao Deng, Yuanhao Zhong, Ye Yuan, Guoren Wang, Lei Cao:
Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents. Proc. VLDB Endow. 18(11): 3695-3707 (2025) - [j255]Zhaoze Sun, Chengliang Chai, Qiyan Deng, Kaisen Jin, Xinyu Guo, Han Han, Ye Yuan, Guoren Wang, Lei Cao:
QUEST: Query Optimization in Unstructured Document Analysis. Proc. VLDB Endow. 18(11): 4560-4573 (2025) - [j254]Zequn Li, Yuanhao Zhong, Chengliang Chai, Zhaoze Sun, Yuhao Deng, Ye Yuan, Guoren Wang, Lei Cao:
DocDB: A Database for Unstructured Document Analysis. Proc. VLDB Endow. 18(12): 5387-5390 (2025) - [j253]Xiang Wu, Hongchao Qin, Rong-Hua Li, Yuchen Meng, Huanzhong Duan, Yanxiong Lu, Yujing Gao, Fusheng Jin, Guoren Wang:
Effective Personalized Search With Heterogeneous Graph Based Hawkes Process. IEEE Trans. Big Data 11(2): 402-413 (2025) - [j252]Xin Bi, Qinghan Jin, Meiling Song, Xin Yao, Xiangguo Zhao, Ye Yuan, Guoren Wang:
Spatiotemporal Learning With Decoupled Causal Attention for Multivariate Time Series. IEEE Trans. Big Data 11(4): 1589-1599 (2025) - [j251]Yuliang Ma, Yu Chen, Peng Wei, Ye Yuan, Guoren Wang, Zhong-Zhong Jiang:
Many Hands Make Light Work: Group Influence Maximization in Evolving Social Networks. IEEE Trans. Big Data 11(4): 1600-1613 (2025) - [j250]Yuliang Ma, Zhong-Zhong Jiang, Mingyang Sun, Ye Yuan, Guoren Wang:
Where Shall We Go: Point-of-Interest Group Recommendation With User Preference Embedding. IEEE Trans. Big Data 11(4): 1614-1627 (2025) - [j249]Shiye Wang, Changsheng Li, Zeyu Yan, Wanjun Liang, Ye Yuan, Guoren Wang:
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets. IEEE Trans. Image Process. 34: 85-99 (2025) - [j248]Hongchao Qin, Gao Sen, Rong-Hua Li, Hongzhi Chen, Ye Yuan, Guoren Wang:
Colorful Star Motif Counting: Concepts, Algorithms and Applications. IEEE Trans. Knowl. Data Eng. 37(3): 1105-1125 (2025) - [j247]Siyu Li, Zhiwei Zhang, Kai Zhong, Kangfei Zhao, Meihui Zhang, Ye Yuan, Guoren Wang:
Authenticated Subgraph Matching on Large-Scale Graphs in Hybrid-Storage Blockchains. IEEE Trans. Knowl. Data Eng. 37(11): 6286-6303 (2025) - [j246]Lingling Zhang, Tiancheng Lu, Zhi-Ping Shi, Zhiwei Zhang, Ye Yuan, Guoren Wang:
Efficient Algorithms for Influence Maximization in Hypergraphs by Stratified Sampling. IEEE Trans. Knowl. Data Eng. 37(11): 6392-6405 (2025) - [j245]Yurong Cheng, Xiaoxi Cui, Ye Yuan, Xiangmin Zhou, Guoren Wang:
Enhancing Global Path Planning via Simple Queries Across Multiple Platforms. IEEE Trans. Knowl. Data Eng. 37(12): 7154-7168 (2025) - [j244]Qinglong Zhang, Rui Han, Chi Harold Liu, Guoren Wang, Song Guo, Lydia Y. Chen:
EdgeTA: Neuron-Grained Scaling of Foundation Models in Edge-Side Retraining. IEEE Trans. Mob. Comput. 24(4): 2690-2707 (2025) - [j243]Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang:
Cost-effective Missing Value Imputation for Data-effective Machine Learning. ACM Trans. Database Syst. 50(3): 10:1-10:36 (2025) - [j242]Yaxin Luopan, Rui Han, Qinglong Zhang, Xiaojiang Zuo, Chi Harold Liu, Guoren Wang, Lydia Y. Chen:
Loci: Federated Continual Learning of Heterogeneous Tasks at Edge. IEEE Trans. Parallel Distributed Syst. 36(4): 775-790 (2025) - [j241]Guozheng Li, Haotian Mi, Chi Harold Liu, Takayuki Itoh, Guoren Wang:
HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data. IEEE Trans. Vis. Comput. Graph. 31(1): 699-709 (2025) - [j240]Guozheng Li, Peng He, Xinyu Wang, Runfei Li, Chi Harold Liu, Chuangxin Ou, Dong He, Guoren Wang:
InsigHTable: Insight-Driven Hierarchical Table Visualization With Reinforcement Learning. IEEE Trans. Vis. Comput. Graph. 31(9): 4462-4479 (2025) - [j239]Qi Zhang, Rong-Hua Li, Yalong Zhang, Hongchao Qin, Guoren Wang:
Density decomposition on large static and dynamic graphs: algorithms and applications. VLDB J. 34(6): 63 (2025) - [j238]Yi Yang, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen, Yongjiao Sun:
Privacy-Utility Balanced Cooperative Online Matching in Spatial Crowdsourcing. VLDB J. 34(6): 70 (2025) - [c292]Shiyu Hou, Tianfei Zhou, Shuai Zhang, Ye Yuan, Guoren Wang:
Prompt Tuning In a Compact Attribute Space. AAAI 2025: 3518-3526 - [c291]Di Chen, Ye Yuan, Guoren Wang:
Online Many-to-One Task Assignment with Enhanced HST over Time-Dependent Road Networks. APWeb-WAIM (1) 2025: 565-580 - [c290]Zekai Chen, Xunkai Li, Yinlin Zhu, Rong-Hua Li, Guoren Wang:
Rethinking Client-oriented Federated Graph Learning. CIKM 2025: 393-402 - [c289]Daohan Su, Xunkai Li, Zhenjun Li, Yinping Liao, Rong-Hua Li, Guoren Wang:
DiRW: Path-Aware Digraph Learning for Heterophily. CIKM 2025: 2771-2780 - [c288]Yichun Yang, Ronghua Li, Meihao Liao, Guoren Wang:
Improved Algorithms for Effective Resistance Computation on Graphs. COLT 2025: 5892-5920 - [c287]Qin Yuan, Ye Yuan, Zhenyu Wen, Chi Chen, Guoren Wang:
CrossEM: A Prompt Tuning Framework for Cross-Modal Entity Matching. ICDE 2025: 627-640 - [c286]Qin Yuan, Zhenyu Wen, Jiaxu Qian, Ye Yuan, Guoren Wang:
CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph. ICDE 2025: 641-654 - [c285]Tianxiong Zhong, Zhiwei Zhang, Yihang Fu, Guo Lu, Ye Yuan, Guoren Wang:
QaVA: Query-Aware Video Analysis Framework Based on Data Access Pattern. ICDE 2025: 877-890 - [c284]Qi Zhang, Rong-Hua Li, Zifan Zheng, Hongchao Qin, Ye Yuan, Guoren Wang:
Efficient Maximum Fair Clique Search Over Large Networks. ICDE 2025: 1043-1055 - [c283]Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Jiantao Qiu, Lei Cao, Ju Fan, Ye Yuan, Guoren Wang, Conghui He:
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models. ICLR 2025 - [c282]Xunkai Li, Zhengyu Wu, Kaichi Yu, Hongchao Qin, Guang Zeng, Rong-Hua Li, Guoren Wang:
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach. ICML 2025 - [c281]Yanrui Yu, Tianfei Zhou, Jiaxin Sun, Lianpeng Qiao, Lizhong Ding, Ye Yuan, Guoren Wang:
Lava: Language Driven Scalable and Versatile Traffic Video Analytics. ACM Multimedia 2025: 7558-7567 - [c280]Yadong Wang, Zhiwei Zhang, Pengpeng Qiao, Ye Yuan, Guoren Wang:
Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning. ECML/PKDD (3) 2025: 263-279 - [c279]Yuanhao Zhong, Yuhao Deng, Chengliang Chai, Ruixin Gu, Ye Yuan, Guoren Wang, Lei Cao:
Doctopus: A System for Budget-aware Structural Data Extraction from Unstructured Documents. SIGMOD Conference Companion 2025: 275-278 - [c278]Xunkai Li, Daohan Su, Zhengyu Wu, Guang Zeng, Hongchao Qin, Rong-Hua Li, Guoren Wang:
Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach. WWW 2025: 2908-2923 - [c277]Chengkun He, Xiangmin Zhou, Yurong Cheng, Jie Shao, Guoren Wang, Iqbal Gondal, Zahir Tari:
Motivation-Aware Session Planning over Heterogeneous Social Platforms. WWW 2025: 3415-3425 - [c276]Rong-Hua Li, Xiaowei Ye, Fusheng Jin, Yu-Ping Wang, Ye Yuan, Guoren Wang:
Counting Cohesive Subgraphs with Hereditary Properties. WWW 2025: 3874-3884 - [i97]Bowen Fan, Yuming Ai, Xunkai Li, Zhilin Guo, Rong-Hua Li, Guoren Wang:
OpenGU: A Comprehensive Benchmark for Graph Unlearning. CoRR abs/2501.02728 (2025) - [i96]Xunkai Li, Daohan Su, Zhengyu Wu, Guang Zeng, Hongchao Qin, Rong-Hua Li, Guoren Wang:
Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach. CoRR abs/2501.11817 (2025) - [i95]Xunkai Li, Bowen Fan, Zhengyu Wu, Zhiyu Li, Rong-Hua Li, Guoren Wang:
Toward Scalable Graph Unlearning: A Node Influence Maximization based Approach. CoRR abs/2501.11823 (2025) - [i94]Xiang Wu, Xunkai Li, Rong-Hua Li, Kangfei Zhao, Guoren Wang:
ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning. CoRR abs/2501.16002 (2025) - [i93]Zhihan Zhang, Xunkai Li, Guang Zeng, Hongchao Qin, Ronghua Li, Guoren Wang:
Rethinking Graph Structure Learning in the Era of LLMs. CoRR abs/2503.21223 (2025) - [i92]Enjun Du, Xunkai Li, Tian Jin, Zhihan Zhang, Rong-Hua Li, Guoren Wang:
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments. CoRR abs/2504.00711 (2025) - [i91]Zihao Zhang, Xunkai Li, Rong-Hua Li, Bing Zhou, Zhenjun Li, Guoren Wang:
Toward General and Robust LLM-enhanced Text-attributed Graph Learning. CoRR abs/2504.02343 (2025) - [i90]Zhengyu Wu, Xunkai Li, Yinlin Zhu, Rong-Hua Li, Guoren Wang, Chenghu Zhou:
Federated Prototype Graph Learning. CoRR abs/2504.09493 (2025) - [i89]Zhengyu Wu, Boyang Pang, Xunkai Li, Yinlin Zhu, Daohan Su, Bowen Fan, Rong-Hua Li, Guoren Wang, Chenghu Zhou:
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives. CoRR abs/2504.09963 (2025) - [i88]Zekai Chen, Xunkai Li, Yinlin Zhu, Rong-Hua Li, Guoren Wang:
FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning. CoRR abs/2504.14188 (2025) - [i87]Kuan Zhang, Chengliang Chai, Jingzhe Xu, Chi Zhang, Ye Yuan, Guoren Wang, Lei Cao:
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization. CoRR abs/2505.00812 (2025) - [i86]Xunkai Li, Zhengyu Wu, Kaichi Yu, Hongchao Qin, Guang Zeng, Rong-Hua Li, Guoren Wang:
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach. CoRR abs/2505.00983 (2025) - [i85]Henan Sun, Xunkai Li, Lei Zhu, Junyi Han, Guang Zeng, Ronghua Li, Guoren Wang:
Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective. CoRR abs/2505.05785 (2025) - [i84]Chi Zhang, Huaping Zhong, Hongtao Li, Chengliang Chai, Jiawei Hong, Yuhao Deng, Jiacheng Wang, Tian Tan, Yizhou Yan, Jiantao Qiu, Ye Yuan, Guoren Wang, Conghui He, Lei Cao:
Not All Documents Are What You Need for Extracting Instruction Tuning Data. CoRR abs/2505.12250 (2025) - [i83]Yanzhe Wen, Xunkai Li, Qi Zhang, Zhu Lei, Guang Zeng, Rong-Hua Li, Guoren Wang:
When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty. CoRR abs/2505.13989 (2025) - [i82]Donghang Cui, Ronghua Li, Qiangqiang Dai, Hongchao Qin, Guoren Wang:
On the Efficient Discovery of Maximum k-Defective Biclique. CoRR abs/2506.16121 (2025) - [i81]Yichun Yang, Rong-Hua Li, Meihao Liao, Guoren Wang:
Improved Algorithms for Effective Resistance Computation on Graphs. CoRR abs/2507.04674 (2025) - [i80]Zhaoze Sun, Qiyan Deng, Chengliang Chai, Kaisen Jin, Xinyu Guo, Han Han, Ye Yuan, Guoren Wang, Lei Cao:
QUEST: Query Optimization in Unstructured Document Analysis. CoRR abs/2507.06515 (2025) - [i79]Zhengyu Wu, Xunkai Li, Yinlin Zhu, Zekai Chen, Guochen Yan, Yanyu Yan, Hao Zhang, Yuming Ai, Xinmo Jin, Rong-Hua Li, Guoren Wang:
A Comprehensive Data-centric Overview of Federated Graph Learning. CoRR abs/2507.16541 (2025) - [i78]Yanrui Yu, Tianfei Zhou, Jiaxin Sun, Lianpeng Qiao, Lizhong Ding, Ye Yuan, Guoren Wang:
LAVA: Language Driven Scalable and Versatile Traffic Video Analytics. CoRR abs/2507.19821 (2025) - [i77]Yanheng Hou, Xunkai Li, Zhenjun Li, Bing Zhou, Ronghua Li, Guoren Wang:
HIAL: A New Paradigm for Hypergraph Active Learning via Influence Maximization. CoRR abs/2507.20490 (2025) - [i76]Yuming Ai, Xunkai Li, Jiaqi Chao, Bowen Fan, Zhengyu Wu, Yinlin Zhu, Rong-Hua Li, Guoren Wang:
Federated Graph Unlearning. CoRR abs/2508.02485 (2025) - [i75]Yuhan Guo, Lizhong Ding, Shihan Jia, Yanyu Ren, Pengqi Li, Jiarun Fu, Changsheng Li, Ye Yuan, Guoren Wang:
DeepFaith: A Domain-Free and Model-Agnostic Unified Framework for Highly Faithful Explanations. CoRR abs/2508.03586 (2025) - [i74]Yalong Zhang, Rong-Hua Li, Qi Zhang, Guoren Wang:
Optimal (α,β)-Dense Subgraph Search in Bipartite Graphs. CoRR abs/2508.18616 (2025) - [i73]Lianpeng Qiao, Ziqi Cao, Kaiyu Feng, Ye Yuan, Guoren Wang:
Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets. CoRR abs/2508.20986 (2025) - [i72]Meihao Liao, Yueyang Pan, Rong-Hua Li, Guoren Wang:
Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach. CoRR abs/2509.05129 (2025) - [i71]Xunkai Li, Daohan Su, Sicheng Liu, Ru Zhang, Zhenjun Li, Bing Zhou, Rong-Hua Li, Guoren Wang:
Two Facets of the Same Optimization Coin: Model Degradation and Representation Collapse in Graph Foundation Models. CoRR abs/2509.08401 (2025) - [i70]Junzhi She, Xunkai Li, Rong-Hua Li, Guoren Wang:
State Space Models over Directed Graphs. CoRR abs/2509.13735 (2025) - [i69]Zhengyu Wu, Yinlin Zhu, Xunkai Li, Ziang Qiu, Rong-Hua Li, Guoren Wang, Chenghu Zhou:
FedBook: A Unified Federated Graph Foundation Codebook with Intra-domain and Inter-domain Knowledge Modeling. CoRR abs/2510.07755 (2025) - [i68]Zhihan Zhang, Xunkai Li, Yilong Zuo, Zhaoxin Fan, Zhenjun Li, Bing Zhou, Rong-Hua Li, Guoren Wang:
When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach. CoRR abs/2510.08952 (2025) - [i67]Zekai Chen, Xunkai Li, Sirui Zhang, Henan Sun, Jia Li, Zhenjun Li, Bing Zhou, Rong-Hua Li, Guoren Wang:
MagicDock: Toward Docking-oriented De Novo Ligand Design via Gradient Inversion. CoRR abs/2510.09020 (2025) - [i66]Bowen Fan, Zhilin Guo, Xunkai Li, Yihan Zhou, Bing Zhou, Zhenjun Li, Rong-Hua Li, Guoren Wang:
Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs. CoRR abs/2510.12233 (2025) - [i65]Daohan Su, Yang Zhang, Xunkai Li, Rong-Hua Li, Guoren Wang:
Toward General Digraph Contrastive Learning: A Dual Spatial Perspective. CoRR abs/2510.16311 (2025) - [i64]Qiyan Deng, Jianhui Li, Chengliang Chai, Jinqi Liu, Junzhi She, Kaisen Jin, Zhaoze Sun, Yuhao Deng, Jia Yuan, Ye Yuan, Guoren Wang, Lei Cao:
Unstructured Data Analysis using LLMs: A Comprehensive Benchmark. CoRR abs/2510.27119 (2025) - [i63]Cheng Li, Meihao Liao, Rong-Hua Li, Guoren Wang:
Scalable and Provable Kemeny Constant Computation on Static and Dynamic Graphs: A 2-Forest Sampling Approach. CoRR abs/2511.16356 (2025) - [i62]Liming Xiang, Jing Feng, Ziqi Yin, Zijian Li, Daihao Xue, Hongchao Qin, Ronghua Li, Guoren Wang:
δ-EMG: A Monotonic Graph Index for Approximate Nearest Neighbor Search. CoRR abs/2511.16921 (2025) - [i61]Yue Zeng, Rong-Hua Li, Qiangqiang Dai, Guoren Wang:
A Computationally Efficient Framework for Overlapping Community Detection in Large Bipartite Graphs. CoRR abs/2512.19426 (2025) - 2024
- [j237]Tiezheng Guo, Zhiwei Zhang, Ye Yuan, Xiaochun Yang, Guoren Wang:
Hybrid concurrency control protocol for data sharing among heterogeneous blockchains. Frontiers Comput. Sci. 18(3): 183104 (2024) - [j236]Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Guoren Wang:
Blind face restoration: Benchmark datasets and a baseline model. Neurocomputing 574: 127271 (2024) - [j235]Yuxiao Ye, Hao Wang, Chi Harold Liu, Zipeng Dai, Guozheng Li, Guoren Wang, Jian Tang:
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