Shuang Liang

45 papers A* 8B 3Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents.
AAAI
Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang
2026 A* conf
GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.
WWW
Rongzheng Wang, Shuang Liang, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang, Ke Qin, Man-Fai Leung
2026 A* conf
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation.
WWW
Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang
2026 J jnl
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation.
CoRR
Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang
2026 J jnl
Mitigating KG Quality Issues: A Robust Multi-Hop GraphRAG Retrieval Framework.
CoRR
Yizhuo Ma, Shuang Liang, Rongzheng Wang, Jiakai Li, Qizhi Chen, Muquan Li, Ke Qin
2026 J jnl
Rethinking LLM-Driven Heuristic Design: Generating Efficient and Specialized Solvers via Dynamics-Aware Optimization.
CoRR
Rongzheng Wang, Yihong Huang, Muquan Li, Jiakai Li, Di Liang, Bob Simons, Pei Ke, Shuang Liang, Ke Qin
2026 J jnl
TopoLLM: LLM-driven adaptive tool learning for real-time emergency network topology planning.
Digit. Commun. Networks
Yizhuo Ma, Rongzheng Wang, Shuang Liang, Guangchun Luo, Ke Qin
2026 J jnl
When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG.
CoRR
Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang
2025 J jnl
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation.
CoRR
Muquan Li, Hang Gou, Dongyang Zhang, Shuang Liang, Xiurui Xie, Deqiang Ouyang, Ke Qin
2025 J jnl
Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents.
CoRR
Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang
2025 J jnl
CVIformer: Cross-View Interactive Transformer for Efficient Stereoscopic Image Super-Resolution.
IEEE Trans. Emerg. Top. Comput. Intell.
Dongyang Zhang, Shuang Liang, Tao He, Jie Shao, Ke Qin
2025 J jnl
Cross-Graph Knowledge Exchange for Personalized Response Generation in Dialogue Systems.
IEEE Internet Things J.
Yuezhou Dong, Ke Qin, Pei Ke, Shuang Liang, Guangchun Luo
2025 J jnl
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering.
CoRR
Jiakai Li, Rongzheng Wang, Yizhuo Ma, Shuang Liang, Guangchun Luo, Ke Qin
2025 — conf
Denoised Edge-Aware Network for Session-based Recommendation.
ICSIM
Xiao Wang, Han Li, Ke Qin, Zherui Fan, Shuang Liang
2025 J jnl
GKA-GPT: Graphical knowledge aggregation for multiturn dialog generation.
Knowl. Based Syst.
Yuezhou Dong, Ke Qin, Shuang Liang, Ahmad Raza, Guangchun Luo
2025 J jnl
GraphCogent: Overcoming LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.
CoRR
Rongzheng Wang, Qizhi Chen, Yihong Huang, Yizhuo Ma, Muquan Li, Jiakai Li, Ke Qin, Guangchun Luo, Shuang Liang
2025 — conf
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.
KDD (1)
Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin
2025 J jnl
MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding.
IEEE Trans. Comput. Soc. Syst.
Meng Wang, Changyu Li, Feiyu Chen, Jie Shao, Ke Qin, Shuang Liang
2025 J jnl
NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval.
CoRR
Junchen Li, Rongzheng Wang, Yihong Huang, Qizhi Chen, Jiasheng Zhang, Shuang Liang
2025 B conf
Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced Prompt.
IEEE Big Data
Yizhuo Ma, Rongzheng Wang, Qizhi Chen, Jiakai Li, Shuang Liang, Ke Qin
2025 J jnl
Rethinking the Denoising Strategy in Session-Based Recommendation via Bidirectional Information Flow.
Data Sci. Eng.
Xiao Wang, Tingting Dai, Wudong Cai, Ke Qin, Jie Shao, Shuang Liang
2025 A* conf
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding.
ICML
Jiasheng Zhang, Delvin Ce Zhang, Shuang Liang, Zhengpin Li, Rex Ying, Jie Shao
2025 B conf
RobustPT: Dynamic Disentanglement Prompt Tuning in Vision-Language Models with Missing Modalities.
ICMR
Ruiting Dai, Yuqiao Tan, Lisi Mo, Tao He, Ke Qin, Shuang Liang
2025 J jnl
Toward lightweight image super-resolution via re-parameterized kernel recalibration.
Knowl. Based Syst.
Dongyang Zhang, Jiachi Liu, Shuang Liang, Xiurui Xie, Qiang Dong, Ke Qin
2025 J jnl
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion.
CoRR
Jiasheng Zhang, Deqiang Ouyang, Shuang Liang, Jie Shao
2025 J jnl
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion.
Proc. VLDB Endow.
Jiasheng Zhang, Deqiang Ouyang, Shuang Liang, Jie Shao
2024 — conf
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution.
NAACL-HLT (Findings)
Yizhuo Ma, Ke Qin, Shuang Liang
2024 A* conf
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs.
NeurIPS
Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying
2024 J jnl
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs.
CoRR
Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying
2024 A* conf
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills.
AAAI
Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao
2024 B conf
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning.
ICMR
Ruiting Dai, Yuqiao Tan, Lisi Mo, Shuang Liang, Guohao Huo, Jiayi Luo, Yao Cheng
2024 J jnl
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning.
CoRR
Ruiting Dai, Yuqiao Tan, Lisi Mo, Shuang Liang, Guohao Huo, Jiayi Luo, Yao Cheng
2024 J jnl
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.
CoRR
Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin
2024 — conf
Hierarchical Knowledge Aggregation for Personalized Response Generation in Dialogue Systems.
NLPCC (1)
Yuezhou Dong, Ke Qin, Shuang Liang
2024 J jnl
MuAP: Multi-step Adaptive Prompt Learning for Vision-Language Model with Missing Modality.
CoRR
Ruiting Dai, Yuqiao Tan, Lisi Mo, Tao He, Ke Qin, Shuang Liang
2023 J jnl
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion.
IEEE Trans. Knowl. Data Eng.
Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui
2023 J jnl
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills.
CoRR
Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao
2023 J jnl
Graph-Based Non-Sampling for Knowledge Graph Enhanced Recommendation.
IEEE Trans. Knowl. Data Eng.
Shuang Liang, Jie Shao, Jiasheng Zhang, Bin Cui
2023 J jnl
Hyper-node Relational Graph Attention Network for Multi-modal Knowledge Graph Completion.
ACM Trans. Multim. Comput. Commun. Appl.
Shuang Liang, Anjie Zhu, Jiasheng Zhang, Jie Shao
2023 A* conf
Knowledge Graph Embedding Based on Graph Neural Network.
ICDE
Shuang Liang
2023 — conf
Mitigating Data Stalls in Deep Learning with Multi-times Data Loading Rule.
DASFAA (1)
Derong Chen, Shuang Liang, Gang Hu, Han Xu, Xianqiang Luo, Hao Li, Jie Shao
2022 A* conf
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract).
ICDE
Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui
2022 J jnl
Step by step: A hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning.
Knowl. Based Syst.
Anjie Zhu, Deqiang Ouyang, Shuang Liang, Jie Shao
2022 J jnl
Temporal knowledge graph representation learning with local and global evolutions.
Knowl. Based Syst.
Jiasheng Zhang, Shuang Liang, Yongpan Sheng, Jie Shao
2021 — conf
Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion.
DASFAA (1)
Jiasheng Zhang, Shuang Liang, Zhiyi Deng, Jie Shao