| LLM-FP4: 4-bit floating-point quantized transformers S Liu, Z Liu, X Huang, P Dong, KT Cheng EMNLP 2023 Main Conference, 2023 | 58 | 2023 |
| A 4.29 nJ/pixel stereo depth coprocessor with pixel level pipeline and region optimized semi-global matching for IoT application P Dong, Z Chen, Z Li, Y Fu, L Chen, F An IEEE Transactions on Circuits and Systems I: Regular Papers 69 (1), 334-346, 2021 | 17 | 2021 |
| Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision X Huang, Z Shen, P Dong, KT Cheng Transactions on Machine Learning Research, 2024 | 16* | 2024 |
| A compact hardware architecture for bilateral filter with the combination of approximate computing and look-up table R Yao, L Chen, P Dong, Z Chen, F An IEEE Transactions on Circuits and Systems II: Express Briefs 69 (7), 3324-3328, 2022 | 11 | 2022 |
| Configurable image rectification and disparity refinement for stereo vision P Dong, Z Chen, Z Li, R Yao, W Zhang, Y Zhang, L Chen, C Wang, F An IEEE Transactions on Circuits and Systems II: Express Briefs 69 (10), 3973-3977, 2022 | 10 | 2022 |
| Robot navigation based on pseudo-binocular stereo vision and linear fitting H Deng, P Dong, Z Li, H Lyu, Y Zhang, Y Luo, F An 2020 IEEE International Conference on Integrated Circuits, Technologies and …, 2020 | 6 | 2020 |
| Genetic quantization-aware approximation for non-linear operations in Transformers P Dong, Y Tan, D Zhang, T Ni, X Liu, Y Liu, P Luo, L Liang, SY Liu, ... Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 3 | 2024 |
| Boundary and relation distillation for semantic segmentation D Zhang, P Dong, X Hu, L Chen, KT Cheng arXiv preprint arXiv:2401.13174, 2024 | 3 | 2024 |
| A 1920×1080 129fps 4.3 pJ/pixel Stereo-Matching Processor for Pico Aerial Vehicles P Dong, Z Chen, K Li, L Chen, KT Cheng, F An ESSCIRC 2023-IEEE 49th European Solid State Circuits Conference (ESSCIRC …, 2023 | 3 | 2023 |
| Real-time FPGA-based binocular stereo vision system with semi-global matching algorithm Z Chen, P Dong, Z Li, R Yao, Y Ma, X Fang, H Deng, W Zhang, L Chen, ... 2021 IEEE 34th International System-on-Chip Conference (SOCC), 158-163, 2021 | 3 | 2021 |
| Stereo matching accelerator with re-computation scheme and data-reused pipeline for autonomous vehicles K Li, X Fang, Y Ma, W Zhang, P Dong, Z Chen, L Chen, F An IEEE Transactions on Circuits and Systems I: Regular Papers, 2024 | 2 | 2024 |
| A 139 fps pixel-level pipelined binocular stereo vision accelerator with region-optimized semi-global matching P Dong, Z Li, Z Chen, R Yao, H Deng, W Zhang, Y Zhang, L Chen, ... 2021 IEEE Asian Solid-State Circuits Conference (A-SSCC), 1-3, 2021 | 2 | 2021 |
| A 28nm 0.22 μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation P Dong, Y Tan, X Liu, P Luo, Y Liu, L Liang, Y Zhou, D Pang, MT Yung, ... 2025 IEEE International Solid-State Circuits Conference (ISSCC) 68, 01-03, 2025 | | 2025 |
| Memory Efficient Transformer Adapter for Dense Predictions D Zhang, R Yan, P Dong, KT Cheng International Conference on Learning Representations (ICLR), 2025 | | 2025 |
| APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design Y Tan, P Dong, Y Wu, Y Liu, X Liu, P Luo, SY Liu, X Huang, D Zhang, ... Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2025 | | 2025 |
| Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection C Zhang, C Zhu, P Dong, L Chen, D Zhang International Conference on Learning Representations (ICLR), 2025 | | 2025 |
| Min-Pooling Cost Aggregation for Semi-Global Matching of Stereo Vision Processor W Zhang, P Dong, L Chen, Z Ma, F An IEEE Transactions on Circuits and Systems II: Express Briefs, 2024 | | 2024 |
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
