| 2026 | AAAI | LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models. | Tiesunlong Shen, Rui Mao, Jin Wang, Heming Sun, Jian Zhang, Xuejie Zhang, Erik Cambria |
| 2026 | ISCAS | Post-Training Quantization for Overfitted Neural Image Coding. | Yile Tu, Heming Sun |
| 2026 | ISCAS | Variable-Rate Learned Image Compression Using Parameter Efficient Fine-Tuning and Trainable Quantization Step-Size. | Ran Wang, Yongqiang Wang, Heming Sun, Jiro Katto |
| 2025 | ASPDAC | Learned Image Codec on FPGA: Algorithm, Architecture and System Design. | Heming Sun, Jing Wang, Silu Liu, Shinji Kimura, Masahiro Fujita |
| 2025 | CVPR | FLAVC: Learned Video Compression with Feature Level Attention. | Chun Zhang, Heming Sun, Jiro Katto |
| 2025 | ISCAS | Assessing the Reusability of Cloud-Received Feature Streams on Advanced Networks. | Jiawang Liu, Ao Liu, Hualong Yu, Heming Sun, Lu Yu |
| 2025 | PCS | A Multi-Grid Implicit Neural Representation for Multi-View Videos. | Qingyue Ling, Zhengxue Cheng, Donghui Feng, Shen Wang, Chen Zhu, Guo Lu, Heming Sun, Jiro Katto, Li Song |
| 2025 | VCIP | CGICM: CLIP-Guided Semantic Frequency Adaptation in Image Compression for Machines. | Yongqiang Wang, Feng Liang, Heming Sun, Jiro Katto |
| 2024 | AAAI | SCP: Spherical-Coordinate-Based Learned Point Cloud Compression. | Ao Luo, Linxin Song, Keisuke Nonaka, Kyohei Unno, Heming Sun, Masayuki Goto, Jiro Katto |
| 2024 | DATE | High-Efficiency FPGA - Based Approximate Multipliers with LUT Sharing and Carry Switching. | Yi Guo, Qilin Zhou, Xiu Chen, Heming Sun |
| 2024 | ICIP | Real-Time Video Prediction With Fast Video Interpolation Model and Prediction Training. | Shota Hirose, Kazuki Kotoyori, Kasidis Arunruangsirilert, Fangzheng Lin, Heming Sun, Jiro Katto |
| 2024 | ISCAS | Privacy-preserving with Flexible Autoencoder for Video Coding for Machines. | Aorui Gou, Heming Sun, Xiaoyang Zeng, Yibo Fan |
| 2024 | ISCAS | Power-Efficient and Small-Area Approximate Multiplier Design with FPGA-Based Compressors. | Yi Guo, Xiu Chen, Qilin Zhou, Heming Sun |
| 2024 | PCS | Accelerating Learnt Video Codecs with Gradient Decay and Layer-Wise Distillation. | Tianhao Peng, Ge Gao, Heming Sun, Fan Zhang, David Bull |
| 2024 | VCIP | Lightweight Stochastic Video Prediction via Hybrid Warping. | Kazuki Kotoyori, Shota Hirose, Heming Sun, Jiro Katto |
| 2024 | VCIP | Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs. | Jinming Liu, Yuntao Wei, Junyan Lin, Shengyang Zhao, Heming Sun, Zhibo Chen, Wenjun Zeng, Xin Jin |
| 2024 | VCIP | LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression. | Shimon Murai, Heming Sun, Jiro Katto |
| 2024 | VCIP | Variable Bitrate Models For Learned Image Compression with Multi-gain units and Weighted Probability Assignment. | Ran Wang, Wen Jiang, Heming Sun, Jiro Katto |
| 2023 | CVPR | Learned Image Compression with Mixed Transformer-CNN Architectures. | Jinming Liu, Heming Sun, Jiro Katto |
| 2023 | ICASSP | Multistage Spatial Context Models for Learned Image Compression. | Fangzheng Lin, Heming Sun, Jinming Liu, Jiro Katto |
| 2023 | ICPP | Recoil: Parallel rANS Decoding with Decoder-Adaptive Scalability. | Fangzheng Lin, Kasidis Arunruangsirilert, Heming Sun, Jiro Katto |
| 2023 | ISCAS | Fast VVC Intra Encoding for Video Coding for Machines. | Aorui Gou, Heming Sun, Xiaoyang Zeng, Yibo Fan |
| 2023 | VCIP | PTS-LIC: Pruning Threshold Searching for Lightweight Learned Image Compression. | Ao Luo, Heming Sun, Jinming Liu, Fangzheng Lin, Jiro Katto |
| 2022 | ICIP | Learned Video Compression With Residual Prediction And Feature-Aided Loop Filter. | Chao Liu, Heming Sun, Xiaoyang Zeng, Yibo Fan |
| 2022 | ICIP | Streaming-Capable High-Performance Architecture of Learned Image Compression Codecs. | Fangzheng Lin, Heming Sun, Jiro Katto |
| 2022 | ICIP | Memory-Efficient Learned Image Compression with Pruned Hyperprior Module. | Ao Luo, Heming Sun, Jinming Liu, Jiro Katto |
| 2022 | ICPR | Improving Multiple Machine Vision Tasks in the Compressed Domain. | Jinming Liu, Heming Sun, Jiro Katto |
| 2022 | ISCAS | Fast Intra Mode Decision for VVC Based on Histogram of Oriented Gradient. | Aorui Gou, Heming Sun, Jiro Katto, Tingting Li, Xiaoyang Zeng, Yibo Fan |
| 2022 | ISCAS | An Area-efficient Unified Transform Architecture for VVC. | Zhijian Hao, Qi Zheng, Yibo Fan, Guoqing Xiang, Peng Zhang, Heming Sun |
| 2022 | ISCAS | A QP-adaptive Mechanism for CNN-based Filter in Video Coding. | Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan |
| 2022 | ISCAS | Project-Based Learning: Bridging the Gap Between Algorithm and Architecture in Neural Network Course. | Heming Sun, Lu Yu |
| 2022 | MMSP | Optimizing CABAC architecture with prediction based context model prefetching. | Chen Fu, Heming Sun, Jiayao Xu, Zhiqiang Zhang, Jinjia Zhou |
| 2022 | PCS | Semantic Segmentation In Learned Compressed Domain. | Jinming Liu, Heming Sun, Jiro Katto |
| 2022 | VCIP | Learning from the NN-based Compressed Domain with Deep Feature Reconstruction Loss. | Liuhong Chen, Heming Sun, Xiaoyang Zeng, Yibo Fan |
| 2022 | VCIP | On Pre-chewing Compression Degradation for Learned Video Compression. | Man M. Ho, Heming Sun, Zhiqiang Zhang, Jinjia Zhou |
| 2022 | VCIP | Improving Latent Quantization of Learned Image Compression with Gradient Scaling. | Heming Sun, Lu Yu, Jiro Katto |
| 2022 | VCIP | Real-time Learned Image Codec on FPGA. | Heming Sun, Qingyang Yi, Fangzheng Lin, Lu Yu, Jiro Katto, Masahiro Fujita |
| 2021 | EMNLP | COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval. | Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon M. Lin, Huan Sun |
| 2021 | ICIP | Deep Pedestrian Density Estimation For Smart City Monitoring. | Kazuki Murayama, Kenji Kanai, Masaru Takeuchi, Heming Sun, Jiro Katto |
| 2021 | ISCAS | Approximated Reconfigurable Transform Architecture for VVC. | Yixuan Zeng, Heming Sun, Jiro Katto, Yibo Fan |
| 2021 | ISCAS | Accelerating Convolutional Neural Network Inference Based on a Reconfigurable Sliced Systolic Array. | Yixuan Zeng, Heming Sun, Jiro Katto, Yibo Fan |
| 2021 | PCS | Learned Image Compression with Fixed-point Arithmetic. | Heming Sun, Lu Yu, Jiro Katto |
| 2021 | VCIP | Learning in Compressed Domain for Faster Machine Vision Tasks. | Jinming Liu, Heming Sun, Jiro Katto |
| 2020 | ASPDAC | Small-Area and Low-Power FPGA-Based Multipliers using Approximate Elementary Modules. | Yi Guo, Heming Sun, Shinji Kimura |
| 2020 | CVPR | Low Bitrate Image Compression with Discretized Gaussian Mixture Likelihoods. | Zhengxue Cheng, Heming Sun, Jiro Katto |
| 2020 | CVPR | Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2020 | CVPR | An Image Compression Framework with Learning-based Filter. | Heming Sun, Chao Liu, Jiro Katto, Yibo Fan |
| 2020 | ICASSP | Learned Lossless Image Compression with A Hyperprior and Discretized Gaussian Mixture Likelihoods. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2020 | ICIP | Scalable Learned Image Compression With A Recurrent Neural Networks-Based Hyperprior. | Rige Su, Zhengxue Cheng, Heming Sun, Jiro Katto |
| 2020 | ICIP | End-To-End Learned Image Compression With Fixed Point Weight Quantization. | Heming Sun, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto |
| 2020 | VCIP | Fully Neural Network Mode Based Intra Prediction of Variable Block Size. | Heming Sun, Lu Yu, Jiro Katto |
| 2019 | CVPR | Learning Image and Video Compression Through Spatial-Temporal Energy Compaction. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2019 | CVPR | Deep Residual Learning for Image Compression. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2019 | ICIP | Perceptual Quality Study on Deep Learning Based Image Compression. | Zhengxue Cheng, Pinar Akyazi, Heming Sun, Jiro Katto, Touradj Ebrahimi |
| 2019 | ICIP | A Gamut-Extension Method Considering Color Information Restoration using Convolutional Neural Networks. | Masaru Takeuchi, Yusuke Sakamoto, Ryota Yokoyama, Heming Sun, Yasutaka Matsuo, Jiro Katto |
| 2019 | MOBICOM | Road Infrastructure Monitoring System using E-Bikes and Its Extensions for Smart Community. | Jiro Katto, Masaru Takeuchi, Kenji Kanai, Heming Sun |
| 2019 | PCS | Dual Learning-based Video Coding with Inception Dense Blocks. | Chao Liu, Heming Sun, Junan Chen, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto, Xiaoyang Zeng, Yibo Fan |
| 2019 | VCIP | Fast QTMT Partition Decision Algorithm in VVC Intra Coding based on Variance and Gradient. | Junan Chen, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan |
| 2018 | ASPDAC | Sparse ternary connect: Convolutional neural networks using ternarized weights with enhanced sparsity. | Canran Jin, Heming Sun, Shinji Kimura |
| 2018 | CVPR | Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2018 | PCS | Deep Convolutional AutoEncoder-based Lossy Image Compression. | Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto |
| 2018 | Tencon | Design of Power and Area Efficient Lower-Part-OR Approximate Multiplier. | Yi Guo, Heming Sun, Shinji Kimura |
| 2017 | ISCAS | A low-cost approximate 32-point transform architecture. | Heming Sun, Zhengxue Cheng, Amir Masoud Gharehbaghi, Shinji Kimura, Masahiro Fujita |
| 2015 | VCIP | Merge mode based fast inter prediction for HEVC. | Zhengxue Cheng, Heming Sun, Dajiang Zhou, Shinji Kimura |
| 2014 | ICIP | VLSI architecture of HEVC intra prediction for 8K UHDTV applications. | Jian-Bin Zhou, Dajiang Zhou, Heming Sun, Satoshi Goto |
| 2014 | MMM | Low-Complexity Rate-Distortion Optimization Algorithms for HEVC Intra Prediction. | Zhe Sheng, Dajiang Zhou, Heming Sun, Satoshi Goto |
| 2014 | VCIP | An area-efficient 4/8/16/32-point inverse DCT architecture for UHDTV HEVC decoder. | Heming Sun, Dajiang Zhou, Jiayi Zhu, Shinji Kimura, Satoshi Goto |
| 2013 | MMSP | Multi-scale bidirectional local template patterns for real-time human detection. | Jiu Xu, Ning Jiang, Xinwei Xue, Heming Sun, Wenxin Yu, Satoshi Goto |