Tian Xia - RankMe

26 papers A* 5B 3C 2Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT. AAAI Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren
2026	J	`jnl`	IMMSched: Interruptible Multi-DNN Scheduling via Parallel Multi-Particle Optimizing Subgraph Isomorphism. CoRR Boran Zhao, Hetian Liu, Zihang Yuan, Yanbin Hu, Wenzhe Zhao, Tian Xia, Pengju Ren
2026	—	`conf`	MoEA: A Mixed-Precision Edge Accelerator for CNN-MSA Models with Fine-Tuning Support. ASP-DAC Qiwei Dang, Chengyu Ma, Zhiwang Huo, Guoming Yang, Tian Xia, Wenzhe Zhao, Pengju Ren
2026	A*	`conf`	PartialNet: Compute Less, Perform Better. AAAI Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren
2025	J	`jnl`	AdapSNE: Adaptive Fireworks-Optimized and Entropy-Guided Dataset Sampling for Edge DNN Training. CoRR Boran Zhao, Hetian Liu, Zihang Yuan, Li Zhu, Fan Yang, Lina Xie, Tian Xia, Wenzhe Zhao, Pengju Ren
2025	J	`jnl`	IsoSched: Preemptive Tile Cascaded Scheduling of Multi-DNN via Subgraph Isomorphism. CoRR Boran Zhao, Zihang Yuan, Yanbin Hu, Haiming Zhai, Haoruo Zhang, Wenzhe Zhao, Tian Xia, Pengju Ren
2025	A*	`conf`	Magellan: A High-Performance Loop-Guided Prefetcher for Indirect Memory Access. ISCA Gelin Fu, Tian Xia, Mingzhuo Yin, Prashant J. Nair, Mieszko Lis, Pengju Ren
2025	J	`jnl`	NMS: Efficient Edge DNN Training via Near-Memory Sampling on Manifolds. CoRR Boran Zhao, Haiduo Huang, Qiwei Dang, Wenzhe Zhao, Tian Xia, Pengju Ren
2025	J	`jnl`	Nearly Lossless Adaptive Bit Switching. CoRR Haiduo Huang, Zhenhua Liu, Tian Xia, Wenzhe Zhao, Pengju Ren
2025	J	`jnl`	Partial Channel Network: Compute Fewer, Perform Better. CoRR Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren
2025	J	`jnl`	SparseMap: A Sparse Tensor Accelerator Framework Based on Evolution Strategy. CoRR Boran Zhao, Haiming Zhai, Zihang Yuan, Hetian Liu, Tian Xia, Wenzhe Zhao, Pengju Ren
2024	A*	`conf`	Differential-Matching Prefetcher for Indirect Memory Access. HPCA Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren
2023	J	`jnl`	A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization. IEEE Trans. Parallel Distributed Syst. Tian Xia, Gelin Fu, Chenyang Li, Zhongpei Luo, Lucheng Zhang, Ruiyang Chen, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2023	J	`jnl`	An Energy-and-Area-Efficient CNN Accelerator for Universal Powers-of-Two Quantization. IEEE Trans. Circuits Syst. I Regul. Pap. Tian Xia, Boran Zhao, Jian Ma, Gelin Fu, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2023	J	`jnl`	HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications. IEEE Trans. Very Large Scale Integr. Syst. Wenzhe Zhao, Guoming Yang, Tian Xia, Fei Chen, Nanning Zheng, Pengju Ren
2023	J	`jnl`	Optimizing FPGA-Based DNN Accelerator With Shared Exponential Floating-Point Format. IEEE Trans. Circuits Syst. I Regul. Pap. Wenzhe Zhao, Qiwei Dang, Tian Xia, Jingming Zhang, Nanning Zheng, Pengju Ren
2023	C	`conf`	PrSpMV: An Efficient Predictable Kernel for SpMV. ICCD Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren
2023	J	`jnl`	REMAP: A Spatiotemporal CNN Accelerator Optimization Methodology and Toolkit Thereof. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Boran Zhao, Tian Xia, Haiming Zhai, Fulun Ma, Yan Du, Hanzhi Chang, Wenzhe Zhao, Pengju Ren
2023	B	`conf`	TAQ: Top-K Attention-Aware Quantization for Vision Transformers. ICIP Lili Shi, Haiduo Huang, Bowei Song, Meng Tan, Wenzhe Zhao, Tian Xia, Pengju Ren
2022	—	`conf`	MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations. ACM Great Lakes Symposium on VLSI Lingfeng Chen, Tian Xia, Wenzhe Zhao, Pengju Ren
2021	B	`conf`	CAQ: Context-Aware Quantization via Reinforcement Learning. IJCNN Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren, Nanning Zheng
2021	B	`conf`	Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation. IJCNN Youzhuo Wang, Wenzhe Zhao, Tian Xia, Nanning Zheng, Pengju Ren
2021	J	`jnl`	PIT: Processing-In-Transmission With Fine-Grained Data Manipulation Networks. IEEE Trans. Computers Pengchen Zong, Tian Xia, Haoran Zhao, Jianming Tong, Zehua Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2021	A*	`conf`	SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV. DAC Chenyang Li, Tian Xia, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2020	—	`conf`	COCOA: Content-Oriented Configurable Architecture Based on Highly-Adaptive Data Transmission Networks. ACM Great Lakes Symposium on VLSI Tian Xia, Pengchen Zong, Haoran Zhao, Jianming Tong, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2020	C	`conf`	Exploring Better Speculation and Data Locality in Sparse Matrix-Vector Multiplication on Intel Xeon. ICCD Haoran Zhao, Tian Xia, Chenyang Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren