Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang 002; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Bo Li; Xi Chen 003; Cunhang Fan; Zhao Lv; et al. (EMNLP, 2024)

Mayfly: a Neural Data Structure for Graph Stream Summarization. - Yuan Feng; Yukun Cao; Hairu Wang 002; Xike Xie; S. Kevin Zhou (ICLR, 2024)

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang 002; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Xi Chen 003; Cunhang Fan; Zhao Lv; Zhiying Tu; et al. (CoRR, 2024)

Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data. - Yukun Cao; Yuan Feng; Hairu Wang 002; Xike Xie; S. Kevin Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs. - Zengyi Gao; Yukun Cao; Hairu Wang 002; Ao Ke; Yuan Feng; S. Kevin Zhou; Xike Xie (ACL (Findings), 2025)

Path Pooling: Train-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation. - Hairu Wang 002; Yuan Feng; Xike Xie; S. Kevin Zhou (CoRR, 2025)

Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams. - Yuan Feng; Yukun Cao; Hairu Wang 002; Xike Xie; S. Kevin Zhou (CoRR, 2025)

SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context. - Hairu Wang 002; Yuan Feng; Yukun Cao; Xike Xie; S. Kevin Zhou (CoRR, 2025)