Gated Relational Graph Neural Network for Semi-supervised Learning on Knowledge Graphs. - Yuyan Chen; Lei Zou 001; Zongyue Qin (WISE, 2019)

GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases. - Zongyue Qin; Yunsheng Bai; Yizhou Sun (KDD, 2020)

Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs. - Yunsheng Bai; Atefeh Sohrabizadeh; Zongyue Qin; Ziniu Hu; Yizhou Sun; Jason Cong (NeurIPS, 2023)

Efficient Task Transfer for HLS DSE. - Zijian Ding; Atefeh Sohrabizadeh; Weikai Li 002; Zongyue Qin; Yizhou Sun; Jason Cong (ICCAD, 2024)

Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis. - Zongyue Qin; Yunsheng Bai; Atefeh Sohrabizadeh; Zijian Ding; Ziniu Hu; Yizhou Sun; Jason Cong (MLCAD, 2024)

HMT: Hierarchical Memory Transformer for Long Context Language Processing. - Zifan He; Zongyue Qin; Neha Prakriya; Yizhou Sun; Jason Cong (CoRR, 2024)

Multi-Token Joint Speculative Decoding for Accelerating Large Language Model Inference. - Zongyue Qin; Ziniu Hu; Zifan He; Neha Prakriya; Jason Cong; Yizhou Sun (CoRR, 2024)

Relational Database Augmented Large Language Model. - Zongyue Qin; Chen Luo 003; Zhengyang Wang; Haoming Jiang; Yizhou Sun (CoRR, 2024)

Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference. - Zongyue Qin; Zifan He; Neha Prakriya; Jason Cong; Yizhou Sun (CoRR, 2024)

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis. - Weikai Li 002; Ding Wang; Zijian Ding; Atefeh Sohrabizadeh; Zongyue Qin; Jason Cong; Yizhou Sun (AAAI, 2025)

Dynamic-Width Speculative Beam Decoding for LLM Inference. - Zongyue Qin; Zifan He; Neha Prakriya; Jason Cong; Yizhou Sun (AAAI, 2025)

Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference. - Zongyue Qin; Ziniu Hu; Zifan He; Neha Prakriya; Jason Cong; Yizhou Sun (ICLR, 2025)

HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing. - Zifan He; Yingqi Cao; Zongyue Qin; Neha Prakriya; Yizhou Sun; Jason Cong (NAACL (Long Papers), 2025)

Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction. - Zongyue Qin; Shichang Zhang; Mingxuan Ju; Tong Zhao 003; Neil Shah; Yizhou Sun (CoRR, 2025)

STree: Speculative Tree Decoding for Hybrid State-Space Models. - Yangchao Wu; Zongyue Qin; Alex Wong 001; Stefano Soatto (CoRR, 2025)