Quantitative Evaluations on Saliency Methods: An Experimental Study. - Xiao-Hui Li 009; Yuhan Shi; Haoyang Li 002; Wei Bai; Yuanwei Song; Caleb Chen Cao; Lei Chen 002 (CoRR, 2020)

KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking. - Xueling Lin; Haoyang Li 002; Hao Xin; Zijian Li 002; Lei Chen 002 (Proc. VLDB Endow., 2020)

Cache-based GNN System for Dynamic Graphs. - Haoyang Li 002; Lei Chen 002 (CIKM, 2021)

Fine-Grained Entity Typing via Label Noise Reduction and Data Augmentation. - Haoyang Li 002; Xueling Lin; Lei Chen 002 (DASFAA (1), 2021)

An Experimental Study of Quantitative Evaluations on Saliency Methods. - Xiao-Hui Li 009; Yuhan Shi; Haoyang Li 002; Wei Bai; Caleb Chen Cao; Lei Chen 002 (KDD, 2021)

Black-box Adversarial Attack and Defense on Graph Neural Networks. - Haoyang Li 002; Shimin Di; Zijian Li 002; Lei Chen 002; Jiannong Cao 001 (ICDE, 2022)

Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems. - Shendi Wang; Haoyang Li 002; Caleb Chen Cao; Xiao-Hui Li 009; Ng Ngai Fai; Jianxin Liu; Xun Xue; Hu Song; Jinyu Li; Guangye Gu; Lei Chen 002 (ICDE, 2022)

Revisiting Injective Attacks on Recommender Systems. - Haoyang Li 002; Shimin Di; Lei Chen 002 (NeurIPS, 2022)

Masked Gradient-Based Causal Structure Learning. - Ignavier Ng; Shengyu Zhu 001; Zhuangyan Fang; Haoyang Li 002; Zhitang Chen; Jun Wang 012 (SDM, 2022)

AIR: Adaptive Incremental Embedding Updating for Dynamic Knowledge Graphs. - Zhifeng Jia; Haoyang Li 002; Lei Chen 002 (DASFAA (2), 2023)

EARLY: Efficient and Reliable Graph Neural Network for Dynamic Graphs. - Haoyang Li 002; Lei Chen 002 (Proc. ACM Manag. Data, 2023)

E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks. - Haoyang Li 002; Shimin Di; Lei Chen 002; Xiaofang Zhou 001 (ICDE, 2024)

Effective Data Selection and Replay for Unsupervised Continual Learning. - Hanmo Liu; Shimin Di; Haoyang Li 002; Shuangyin Li; Lei Chen 002; Xiaofang Zhou 001 (ICDE, 2024)

HDLdebugger: Streamlining HDL debugging with Large Language Models. - Xufeng Yao; Haoyang Li 002; Tsz Ho Chan; Wenyi Xiao; Mingxuan Yuan; Yu Huang 005; Lei Chen 002; Bei Yu 001 (CoRR, 2024)

UniCL: A Universal Contrastive Learning Framework for Large Time Series Models. - Jiawei Li; Jingshu Peng; Haoyang Li 002; Lei Chen 002 (CoRR, 2024)

Cardinality Estimation on Hyper-relational Knowledge Graphs. - Fei Teng; Haoyang Li 002; Shimin Di; Lei Chen 002 (CoRR, 2024)

Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense. - Haoyang Li 002; Shimin Di; Calvin Hong Yi Li; Lei Chen 002; Xiaofang Zhou 001 (Proc. VLDB Endow., 2024)

Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. - Haoyang Li 002; Xuejia Chen; Zhanchao Xu; Darian Li; Nicole Hu; Fei Teng; Yiming Li; Luyu Qiu; Chen Jason Zhang; Qing Li 001; Lei Chen 002 (ACL (Findings), 2025)

DynaProtect: A Dynamic Factor Influence Learning Framework for Protective Factor-aware Suicide Risk Prediction. - Jun Li 062; Xiangmeng Wang; Yifei Yan; Haoyang Li 002; Hong Va Leong; Nancy Xiaonan Yu; Qing Li 001 (WWW (Companion Volume), 2025)

A Survey on Large Language Model Acceleration based on KV Cache Management. - Haoyang Li 002; Yiming Li; Anxin Tian; Tianhao Tang; Zhanchao Xu; Xuejia Chen; Nicole Hu; Wei Dong; Qing Li 001; Lei Chen 002 (Trans. Mach. Learn. Res., 2025)

Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements. - Haoyang Li 002; Yuming Xu; Chen Jason Zhang; Alexander Zhou 001; Lei Chen 002; Qing Li 001 (CoRR, 2025)

Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification. - Yubo Wang 006; Haoyang Li 002; Fei Teng; Lei Chen 002 (CoRR, 2025)

Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference. - Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Cheng Deng; Jiaqi Tang; Shuangyin Li; Yongqi Zhang; Jun Wang 012; Lei Chen 002 (CoRR, 2025)

A Selective Learning Method for Temporal Graph Continual Learning. - Hanmo Liu; Shimin Di; Haoyang Li 002; Xun Jian 001; Yue Wang 012; Lei Chen 002 (CoRR, 2025)

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing. - Cheng Deng; Luoyang Sun; Jiwen Jiang; Yongcheng Zeng; Xinjian Wu; Wenxin Zhao; Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Lei Chen 002; Lionel M. Ni; Haifeng Zhang; et al. (CoRR, 2025)

Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models. - Jiachuan Wang; Shimin Di; Tianhao Tang; Haoyang Li 002; Charles Wang Wai Ng; Xiaofang Zhou 001; Lei Chen 002 (CoRR, 2025)

Protective Factor-Aware Dynamic Influence Learning for Suicide Risk Prediction on Social Media. - Jun Li 062; Xiangmeng Wang; Haoyang Li 002; Yifei Yan; Hong Va Leong; Ling Feng; Nancy Xiaonan Yu; Qing Li 001 (CoRR, 2025)

LoopServe: An Adaptive Dual-phase LLM Inference Acceleration System for Multi-Turn Dialogues. - Haoyang Li 002; Zhanchao Xu; Yiming Li; Xuejia Chen; Darian Li; Anxin Tian; Qingfa Xiao; Cheng Deng; Jun Wang 012; Qing Li 001; Lei Chen 002; Mingxuan Yuan (CoRR, 2025)

When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction. - Haoyang Li 002; Yuming Xu; Yiming Li; Hanmo Liu; Darian Li; Chen Jason Zhang; Lei Chen 002; Qing Li 001 (CoRR, 2025)

Understanding the Embedding Models on Hyper-relational Knowledge Graph. - Yubo Wang 006; Shimin Di; Zhili Wang; Haoyang Li 002; Fei Teng; Hao Xin; Lei Chen 002 (CoRR, 2025)