Dynamic Customer Embeddings for Financial Service Applications. - Nima Chitsazan; Samuel Sharpe; Dwipam Katariya; Qianyu Cheng; Karthik Rajasethupathy (CoRR, 2021)

Aggregation Mechanisms in Federated Learning for Enhancing Robotic Visual Obstacle Avoidance. - Haizhou Zhang; Qianyu Cheng; Xiong Chen (RICAI, 2023)

Ph.D. Project: Optimizing the Data Traffic for Large Graph Processing on FPGA via a Stateful Approach. - Qianyu Cheng; Teng Wang; Chao Wang (FCCM, 2024)

SoGraph: A State-Aware Architecture for Out-of-Memory Graph Processing on HBM-Equipped FPGAs. - Qianyu Cheng; Zhendong Zheng; Tianhao Jiang; Cheng Tang 004; Teng Wang; Lei Gong; Chao Wang 003; Xuehai Zhou (FPL, 2024)

LORA: A Latency-Oriented Recurrent Architecture for GPT Model on Multi-FPGA Platform with Communication Optimization. - Zhendong Zheng; Qianyu Cheng; Teng Wang; Lei Gong; Xianglan Chen; Cheng Tang 004; Chao Wang 003; Xuehai Zhou (FPL, 2024)

AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program. - Xiangjun Qu; Lei Gong; Wenqi Lou; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (ICCD, 2024)

UniCoMo: A Unified Learning-Based Cost Model for Tensorized Program Tuning. - Zihan Wang; Lei Gong; Wenqi Lou; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (ICCD, 2024)

A genetic optimisation model for energy conservation of circulating water pump station with variable speed pumps. - Yirun He; Siqi Wu; Qianyu Cheng; Chenyu Tian; Qi Deng; Qi Kang (Int. J. Bio Inspired Comput., 2024)

PinLanding: Content-First Keyword Landing Page Generation via Multi-Modal AI for Web-Scale Discovery. - Faye Zhang; Jasmine Wan; Qianyu Cheng; Jinfeng Rao (CoRR, 2025)