Shuang Liang 0002

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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Publications

2026
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Yizhuo Ma, Rongzheng Wang, Shuang Liang, Guangchun Luo, Ke Qin:
TopoLLM: LLM-driven adaptive tool learning for real-time emergency network topology planning. Digit. Commun. Networks 12(2): 273-282 (2026)
[i12]
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  - journals/corr/abs-2601-20868
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Rongzheng Wang, Yihong Huang, Muquan Li, Jiakai Li, Di Liang, Bob Simons, Pei Ke, Shuang Liang, Ke Qin:
Rethinking LLM-Driven Heuristic Design: Generating Efficient and Specialized Solvers via Dynamics-Aware Optimization. CoRR abs/2601.20868 (2026)
2025
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Xiao Wang, Tingting Dai, Wudong Cai, Ke Qin, Jie Shao, Shuang Liang:
Rethinking the Denoising Strategy in Session-Based Recommendation via Bidirectional Information Flow. Data Sci. Eng. 10(4): 711-728 (2025)
[j11]
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Yuezhou Dong, Ke Qin, Pei Ke, Shuang Liang, Guangchun Luo:
Cross-Graph Knowledge Exchange for Personalized Response Generation in Dialogue Systems. IEEE Internet Things J. 12(10): 13769-13789 (2025)
[j10]
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Yuezhou Dong, Ke Qin, Shuang Liang, Ahmad Raza, Guangchun Luo:
GKA-GPT: Graphical knowledge aggregation for multiturn dialog generation. Knowl. Based Syst. 309: 112763 (2025)
[j9]
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Dongyang Zhang, Jiachi Liu, Shuang Liang, Xiurui Xie, Qiang Dong, Ke Qin:
Toward lightweight image super-resolution via re-parameterized kernel recalibration. Knowl. Based Syst. 325: 113876 (2025)
[j8]
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Jiasheng Zhang, Deqiang Ouyang, Shuang Liang, Jie Shao:
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion. Proc. VLDB Endow. 18(10): 3573-3586 (2025)
[j7]
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Meng Wang, Changyu Li, Feiyu Chen, Jie Shao, Ke Qin, Shuang Liang:
MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding. IEEE Trans. Comput. Soc. Syst. 12(6): 5536-5549 (2025)
[j6]
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Dongyang Zhang, Shuang Liang, Tao He, Jie Shao, Ke Qin:
CVIformer: Cross-View Interactive Transformer for Efficient Stereoscopic Image Super-Resolution. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1107-1118 (2025)
[c14]
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  - conf/bigdataconf/MaWCL0Q25
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Yizhuo Ma, Rongzheng Wang, Qizhi Chen, Jiakai Li, Shuang Liang, Ke Qin:
Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced Prompt. IEEE Big Data 2025: 2924-2933
[c13]
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  - conf/icml/ZhangZ0LY025
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Jiasheng Zhang, Delvin Ce Zhang, Shuang Liang, Zhengpin Li, Rex Ying, Jie Shao:
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding. ICML 2025
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Xiao Wang, Han Li, Ke Qin, Zherui Fan, Shuang Liang:
Denoised Edge-Aware Network for Session-based Recommendation. ICSIM 2025: 110-115
[c11]
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Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin:
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction. KDD (1) 2025: 1492-1503
[c10]
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Ruiting Dai, Yuqiao Tan, Lisi Mo, Tao He, Ke Qin, Shuang Liang:
RobustPT: Dynamic Disentanglement Prompt Tuning in Vision-Language Models with Missing Modalities. ICMR 2025: 164-172
[i11]
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  - journals/corr/abs-2501-00252
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Jiasheng Zhang, Deqiang Ouyang, Shuang Liang, Jie Shao:
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion. CoRR abs/2501.00252 (2025)
[i10]
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  - journals/corr/abs-2508-12379
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Rongzheng Wang, Qizhi Chen, Yihong Huang, Yizhuo Ma, Muquan Li, Jiakai Li, Ke Qin, Guangchun Luo, Shuang Liang:
GraphCogent: Overcoming LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding. CoRR abs/2508.12379 (2025)
[i9]
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  - journals/corr/abs-2510-04838
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Muquan Li, Hang Gou, Dongyang Zhang, Shuang Liang, Xiurui Xie, Deqiang Ouyang, Ke Qin:
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation. CoRR abs/2510.04838 (2025)
[i8]
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  - journals/corr/abs-2510-12251
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Jiakai Li, Rongzheng Wang, Yizhuo Ma, Shuang Liang, Guangchun Luo, Ke Qin:
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering. CoRR abs/2510.12251 (2025)
[i7]
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  - journals/corr/abs-2511-08378
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Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang:
Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents. CoRR abs/2511.08378 (2025)
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  - journals/corr/abs-2511-14096
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Junchen Li, Rongzheng Wang, Yihong Huang, Qizhi Chen, Jiasheng Zhang, Shuang Liang:
NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval. CoRR abs/2511.14096 (2025)
2024
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  - conf/aaai/HeZ0C024
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Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao:
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills. AAAI 2024: 12358-12366
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  - conf/mir/DaiTMLHLC24
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Ruiting Dai, Yuqiao Tan, Lisi Mo, Shuang Liang, Guohao Huo, Jiayi Luo, Yao Cheng:
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning. ICMR 2024: 1051-1060
[c7]
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  - conf/naacl/MaQL24
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Yizhuo Ma, Ke Qin, Shuang Liang:
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution. NAACL-HLT (Findings) 2024: 1945-1955
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Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying:
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs. NeurIPS 2024
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Yuezhou Dong, Ke Qin, Shuang Liang:
Hierarchical Knowledge Aggregation for Personalized Response Generation in Dialogue Systems. NLPCC (1) 2024: 29-42
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  - journals/corr/abs-2405-05616
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Ruiting Dai, Yuqiao Tan, Lisi Mo, Shuang Liang, Guohao Huo, Jiayi Luo, Yao Cheng:
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning. CoRR abs/2405.05616 (2024)
[i4]
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  - journals/corr/abs-2406-12072
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Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying:
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs. CoRR abs/2406.12072 (2024)
[i3]
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  - journals/corr/abs-2409-04693
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Ruiting Dai, Yuqiao Tan, Lisi Mo, Tao He, Ke Qin, Shuang Liang:
MuAP: Multi-step Adaptive Prompt Learning for Vision-Language Model with Missing Modality. CoRR abs/2409.04693 (2024)
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  - journals/corr/abs-2412-12152
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Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin:
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction. CoRR abs/2412.12152 (2024)
2023
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Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui:
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. 35(3): 2486-2499 (2023)
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Shuang Liang, Jie Shao, Jiasheng Zhang, Bin Cui:
Graph-Based Non-Sampling for Knowledge Graph Enhanced Recommendation. IEEE Trans. Knowl. Data Eng. 35(9): 9462-9475 (2023)
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  - journals/tomccap/LiangZZ023
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Shuang Liang, Anjie Zhu, Jiasheng Zhang, Jie Shao:
Hyper-node Relational Graph Attention Network for Multi-modal Knowledge Graph Completion. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 62:1-62:21 (2023)
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  - conf/dasfaa/ChenLHXLLS23
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Derong Chen, Shuang Liang, Gang Hu, Han Xu, Xianqiang Luo, Hao Li, Jie Shao:
Mitigating Data Stalls in Deep Learning with Multi-times Data Loading Rule. DASFAA (1) 2023: 562-577
[i1]
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  - journals/corr/abs-2312-06518
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Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao:
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills. CoRR abs/2312.06518 (2023)
2022
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Anjie Zhu, Deqiang Ouyang, Shuang Liang, Jie Shao:
Step by step: A hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning. Knowl. Based Syst. 248: 108843 (2022)
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Jiasheng Zhang, Shuang Liang, Yongpan Sheng, Jie Shao:
Temporal knowledge graph representation learning with local and global evolutions. Knowl. Based Syst. 251: 109234 (2022)
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  - conf/icde/LiangSZZC22
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Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui:
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract). ICDE 2022: 1499-1500
2021
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Jiasheng Zhang, Shuang Liang, Zhiyi Deng, Jie Shao:
Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion. DASFAA (1) 2021: 207-223

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