| 2026 | AAAI | LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models. | Long Chen, Xiaotian Song, Yanan Sun |
| 2026 | AAAI | Adapt Before Continual Learning. | Aojun Lu, Tao Feng, Hangjie Yuan, Chunhui Ding, Yanan Sun |
| 2026 | ACL | Human-Agent Collaborative Paper-to-Page Crafting. | Qianli Ma, Siyu Wang, Yilin Chen, Yinhao Tang, Yixiang Yang, Chang Guo, Bingjie Gao, Zhening Xing, Yanan Sun, Zhipeng Zhang |
| 2026 | ACL | SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration. | Yinhao Tang, Youqing Fang, Yanan Sun, Wenran Liu, Weiming Zhang, Bin Liu, Kuikun Liu, Wenwei Zhang, Kai Chen |
| 2026 | GECCO | Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. | Stefano Cagnoni, Ying Bi, Yanan Sun |
| 2026 | GECCO | When Fitness Is Cheap: Pareto-Based Evolutionary Optimisation for Lightweight Neural Architectures. | Jingyue Cong, Kai Wei, Yameng Peng, Yanan Sun, Andy Song |
| 2026 | GECCO | A Proxy-Guided Multi-Objective Framework for Configuration Optimization in Merging Large Language Models. | Sri Srinivasa Raju Modampuri, Aojun Lu, Yanan Sun |
| 2025 | CIKM | Revisiting Long-Tailed Learning: Insights from an Architectural Perspective. | Yuhan Pan, Yanan Sun, Wei Gong |
| 2025 | DAC | SAGA: A Memory-Efficient Accelerator for GANN Construction via Harnessing Vertex Similarity. | Ruiyang Chen, Xueyuan Liu, Chunyu Qi, Yuanzheng Yao, Yanan Sun, Xiaoyao Liang, Zhuoran Song |
| 2025 | DAC | KVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference. | Zhenyu Li, Dongxu Lyu, Gang Wang, Yuzhou Chen, Liyan Chen, Wenjie Li, Jianfei Jiang, Yanan Sun, Guanghui He |
| 2025 | DAC | BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning. | Gang Wang, Siqi Cai, Zhenyu Li, Wenjie Li, Dongxu Lyu, Yanan Sun, Jianfei Jiang, Guanghui He |
| 2025 | DAC | VEDA: Efficient LLM Generation Through Voting-based KV Cache Eviction and Dataflow-flexible Accelerator. | Zhican Wang, Hongxiang Fan, Haroon Waris, Gang Wang, Zhenyu Li, Jianfei Jiang, Yanan Sun, Guanghui He |
| 2025 | DAC | HPIM-NoC: A Priori-Knowledge-Based Optimization Framework for Heterogeneous PIM-Based NoCs. | Shuai Yuan, Angxin Cai, Qiushi Lin, Guoxing Wang, Yu Wang, Zhenhua Zhu, Yanan Sun |
| 2025 | GECCO | Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search. | Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang |
| 2025 | GECCO | Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. | Stefano Cagnoni, Ying Bi, Yanan Sun |
| 2025 | GECCO | Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks. | Fergal Stapleton, Daniel Garca-Nez, Yanan Sun, Edgar Galvn |
| 2025 | HCI | The System Interaction Design of Multispectral Mixed Reality Smart Helmet in the Context of Intelligent Criminal Investigation. | Xinin Sun, Zhuojing Chen, Yanan Sun |
| 2025 | ICCV | CARL: Causality-Guided Architecture Representation Learning for an Interpretable Performance Predictor. | Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun |
| 2025 | ICCV | Loss Functions for Predictor-Based Neural Architecture Search. | Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun |
| 2025 | ICCV | MotionShot: Adaptive Motion Transfer Across Arbitrary Objects for Text-to-Video Generation. | Yanchen Liu, Yanan Sun, Zhening Xing, Junyao Gao, Kai Chen, Wenjie Pei |
| 2025 | ICCV | Detect Anything 3D in the Wild. | Hanxue Zhang, Haoran Jiang, Qingsong Yao, Yanan Sun, Renrui Zhang, Hao Zhao, Hongyang Li, Hongzi Zhu, Zetong Yang |
| 2025 | ICLR | FaceShot: Bring Any Character into Life. | Junyao Gao, Yanan Sun, Fei Shen, Xin Jiang, Zhening Xing, Kai Chen, Cairong Zhao |
| 2025 | ICLR | Zero-cost Proxy for Adversarial Robustness Evaluation. | Yuqi Feng, Yuwei Ou, Jiahao Fan, Yanan Sun |
| 2025 | ICML | Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective. | Aojun Lu, Hangjie Yuan, Tao Feng, Yanan Sun |
| 2025 | ICML | Runtime Analysis of Evolutionary NAS for Multiclass Classification. | Zeqiong Lv, Chao Qian, Yun Liu, Jiahao Fan, Yanan Sun |
| 2025 | ICML | Prior Knowledge Guided Neural Architecture Generation. | Jingrong Xie, Han Ji, Yanan Sun |
| 2025 | IJCNN | Neural Architecture Generation via Contrastive Representation Learning. | Jingrong Xie, Yuqi Feng, Minxiao Zhong, Yanan Sun |
| 2025 | IJCNN | A Lightweight Architecture for Predicting Neutronic Parameters via Neural Architecture Search. | Minxiao Zhong, Jingrong Xie, Qing Li, Yanan Sun |
| 2025 | PRICAI | BMSR: A Bidirectional Multi-hop Predictor with Structure-Aware Ranking Loss for NAS. | Jiawen Deng, Ji Han, Yanan Sun |
| 2025 | PRICAI | Enhancing Replay-Based Continual Learning via Predictive Uncertainty Controller. | Chunhui Ding, Aojun Lu, Jiahao Fan, Yanan Sun |
| 2024 | CVPR | Towards Accurate and Robust Architectures via Neural Architecture Search. | Yuwei Ou, Yuqi Feng, Yanan Sun |
| 2024 | CVPR | Visual Point Cloud Forecasting Enables Scalable Autonomous Driving. | Zetong Yang, Li Chen, Yanan Sun, Hongyang Li |
| 2024 | DAC | HEIRS: Hybrid Three-Dimension RRAM- and SRAM-CIM Architecture for Multi-task Transformer Acceleration. | Liukai Xu, Shuai Yuan, Dengfeng Wang, Yiming Chen, Xueqing Li, Yanan Sun |
| 2024 | ECCV | Generalizable Symbolic Optimizer Learning. | Xiaotian Song, Peng Zeng, Yanan Sun, Andy Song |
| 2024 | ECCV | AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation. | Yanan Sun, Yanchen Liu, Yinhao Tang, Wenjie Pei, Kai Chen |
| 2024 | GECCO | Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. | Ying Bi, Stefano Cagnoni, Yanan Sun |
| 2024 | GECCO | Runtime Analysis of Population-based Evolutionary Neural Architecture Search for a Binary Classification Problem. | Zeqiong Lv, Chao Bian, Chao Qian, Yanan Sun |
| 2024 | ICML | Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training. | Lin Lu, Chenxi Dai, Wangcheng Tao, Binhang Yuan, Yanan Sun, Pan Zhou |
| 2024 | IJCAI | CAP: A Context-Aware Neural Predictor for NAS. | Han Ji, Yuqi Feng, Yanan Sun |
| 2024 | IJCAI | Revisiting Neural Networks for Continual Learning: An Architectural Perspective. | Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan Sun |
| 2024 | IJCAI | One-step Spiking Transformer with a Linear Complexity. | Xiaotian Song, Andy Song, Rong Xiao, Yanan Sun |
| 2024 | IJCNN | Robust Neural Architecture Search under Long-Tailed Distribution. | Yuqi Feng, Jian Zhang, Yanan Sun |
| 2024 | IJCNN | HZS-NAS: Neural Architecture Search with Hybrid Zero-Shot Proxy for Facial Expression Recognition. | Xiao Yang, Yun Liu, Jiyuan Liu, Yanan Sun |
| 2023 | ACML | Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting. | Zixuan Liang, Yanan Sun |
| 2023 | CVPR | Ultrahigh Resolution Image/Video Matting with Spatio-Temporal Sparsity. | Yanan Sun, Chi-Keung Tang, Yu-Wing Tai |
| 2023 | DATE | DeepTH: Chip Placement with Deep Reinforcement Learning Using a Three-Head Policy Network. | Dengwei Zhao, Shuai Yuan, Yanan Sun, Shikui Tu, Lei Xu |
| 2023 | GECCO | Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation. | Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang |
| 2023 | ICCAD | TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations. | Dengfeng Wang, Liukai Xu, Songyuan Liu, Zhi Li, Yiming Chen, Weifeng He, Xueqing Li, Yanan Sun |
| 2023 | ICCV | Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence. | Yuhao Zhou, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv |
| 2022 | CVPR | Human Instance Matting via Mutual Guidance and Multi-Instance Refinement. | Yanan Sun, Chi-Keung Tang, Yu-Wing Tai |
| 2022 | CVPR | A Unified Query-based Paradigm for Point Cloud Understanding. | Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia |
| 2022 | DAC | Write or not: programming scheme optimization for RRAM-based neuromorphic computing. | Ziqi Meng, Yanan Sun, Weikang Qian |
| 2022 | DAC | CREAM: computing in ReRAM-assisted energy and area-efficient SRAM for neural network acceleration. | Liukai Xu, Songyuan Liu, Zhi Li, Dengfeng Wang, Yiming Chen, Yanan Sun, Xueqing Li, Weifeng He, Shi Xu |
| 2022 | ECCV | Audio-Driven Stylized Gesture Generation with Flow-Based Model. | Sheng Ye, Yu-Hui Wen, Yanan Sun, Ying He, Ziyang Zhang, Yaoyuan Wang, Weihua He, Yong-Jin Liu |
| 2022 | GECCO | Neural architecture search using genetic algorithm for facial expression recognition. | Shuchao Deng, Yanan Sun, Edgar Galvn |
| 2022 | GECCO | Large scale image classification using GPU-based genetic programming. | Peng Zeng, Andrew Lensen, Yanan Sun |
| 2022 | IJCNN | Adaptively Joint Pixel-wise Semantic Correlation in Surface Normal Estimation. | Jie Wu, Yanan Sun |
| 2022 | IJCNN | Exploring the Effectiveness of Appearance Descriptor in DeepSORT. | Zilin Xiao, Yanan Sun |
| 2022 | ISCAS | An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy. | Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li |
| 2022 | PRICAI | Speeding up Genetic Programming Based Symbolic Regression Using GPUs. | Rui Zhang, Andrew Lensen, Yanan Sun |
| 2021 | CEC | A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design. | Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang |
| 2021 | CEC | A Survey of Advances in Evolutionary Neural Architecture Search. | Xun Zhou, A. K. Qin, Yanan Sun, Kay Chen Tan |
| 2021 | CVPR | Semantic Image Matting. | Yanan Sun, Chi-Keung Tang, Yu-Wing Tai |
| 2021 | CVPR | Deep Video Matting via Spatio-Temporal Alignment and Aggregation. | Yanan Sun, Guanzhi Wang, Qiao Gu, Chi-Keung Tang, Yu-Wing Tai |
| 2021 | CVPR | Autoregressive Stylized Motion Synthesis With Generative Flow. | Yu-Hui Wen, Zhipeng Yang, Hongbo Fu, Lin Gao, Yanan Sun, Yong-Jin Liu |
| 2021 | DAC | CDAR-DRAM: An In-situ Charge Detection and Adaptive Data Restoration DRAM Architecture for Performance and Energy Efficiency Improvement. | Chuxiong Lin, Weifeng He, Yanan Sun, Zhigang Mao, Mingoo Seok |
| 2021 | DATE | Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation. | Ziqi Meng, Weikang Qian, Yilong Zhao, Yanan Sun, Rui Yang, Li Jiang |
| 2021 | GECCO | Evolving transformer architecture for neural machine translation. | Ben Feng, Dayiheng Liu, Yanan Sun |
| 2021 | ICA3PP | Evolving Deep Parallel Neural Networks for Multi-Task Learning. | Jie Wu, Yanan Sun |
| 2021 | ICCAD | An Area-Efficient Scannable In Situ Timing Error Detection Technique Featuring Low Test Overhead for Resilient Circuits. | Hao Zhang, Weifeng He, Yanan Sun, Mingoo Seok |
| 2021 | ICCV | Homogeneous Architecture Augmentation for Neural Predictor. | Yuqiao Liu, Yehui Tang, Yanan Sun |
| 2021 | ICONIP | Evolving Deep Neural Networks for Collaborative Filtering. | Yuhan Fang, Yuqiao Liu, Yanan Sun |
| 2021 | IJCNN | Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search. | Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv |
| 2021 | ISCAS | Investigation of Dynamic Leakage-Suppression Logic Techniques Crossing Different Technology Nodes from 180 nm Bulk CMOS to 7 nm FinFET Plus Process. | Jieyu Li, Zihan Lian, Hao Zhang, Weifeng He, Yanan Sun, Mingoo Seok |
| 2021 | ISCAS | Design of Ternary Logic-in-Memory Based on Memristive Dual-Crossbars. | Weiyi Liu, Yanan Sun, Weifeng He, Qin Wang |
| 2021 | ISCAS | An Energy-Efficient Logic Cell Library Design Methodology with Fine Granularity of Driving Strength for Near- and Sub-Threshold Digital Circuits. | Hao Zhang, Weifeng He, Yanan Sun, Mingoo Seok |
| 2021 | ISCAS | An Ultra-Low Leakage Bitcell Structure with the Feedforward Self-Suppression Scheme for Near-Threshold SRAM. | Hao Zhang, Jieyu Li, Weifeng He, Yanan Sun, Mingoo Seok |
| 2020 | CHI | MRAT: The Mixed Reality Analytics Toolkit. | Michael Nebeling, Maximilian Speicher, Xizi Wang, Shwetha Rajaram, Brian D. Hall, Zijian Xie, Alexander R. E. Raistrick, Michelle Aebersold, Edward G. Happ, Jiayin Wang, Yanan Sun, Lotus Zhang, Leah E. Ramsier, Rhea Kulkarni |
| 2020 | CVPR | 3DSSD: Point-Based 3D Single Stage Object Detector. | Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia |
| 2020 | DATE | Go Unary: A Novel Synapse Coding and Mapping Scheme for Reliable ReRAM-based Neuromorphic Computing. | Chang Ma, Yanan Sun, Weikang Qian, Ziqi Meng, Rui Yang, Li Jiang |
| 2020 | ECCV | GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-Aware Supervision. | Lei Ke, Shichao Li, Yanan Sun, Yu-Wing Tai, Chi-Keung Tang |
| 2020 | ECCV | CN: Channel Normalization for Point Cloud Recognition. | Zetong Yang, Yanan Sun, Shu Liu, Xiaojuan Qi, Jiaya Jia |
| 2020 | IJCNN | Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising. | Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2020 | IJCNN | PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks. | Qing Ye, Yuxuan Han, Yanan Sun, Jiancheng Lv |
| 2019 | CEC | A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design. | William Irwin-Harris, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2019 | GECCO | Evolving deep neural networks by multi-objective particle swarm optimization for image classification. | Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2019 | ICCV | STD: Sparse-to-Dense 3D Object Detector for Point Cloud. | Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia |
| 2019 | PRICAI | A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. | Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2018 | CEC | An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders. | Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen |
| 2018 | CEC | Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. | Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2018 | ISCAS | Electronic-Photonic Integrated Circuit Design and Crosstalk Modeling for a High Density Multi-Lane MZM Array. | Pengfei Ji, Jing Gao, Wenyi Xu, Yanan Sun, Weifeng He, Hui Wu |
| 2017 | CEC | Global view-based selection mechanism for many-objective evolutionary algorithms. | Yanan Sun, Gary G. Yen, Zhang Yi |
| 2016 | CEC | Manifold dimension reduction based clustering for multi-objective evolutionary algorithm. | Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi |
| 2015 | ISCAS | Carbon-based sleep switch dynamic logic circuits with variable strength keeper for lower-leakage currents and higher-speed. | Yanan Sun, Volkan Kursun |
| 2014 | SAC | SEDE: state estimation-based dynamic encryption scheme for smart grid communication. | Ting Liu, Yuhong Gui, Yanan Sun, Yang Liu, Yao Sun, Feng Xiao |
| 2013 | ISCAS | Low-power and compact NP dynamic CMOS adder with 16nm carbon nanotube transistors. | Yanan Sun, Volkan Kursun |
| 2013 | SIGCOMM | Security risks evaluation toolbox for smart grid devices. | Yang Liu, Jiahe Liu, Ting Liu, Xiaohong Guan, Yanan Sun |
| 2012 | ICDE | TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. | Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay |
| 2012 | TrustCom | An Identity Authentication Mechanism Based on Timing Covert Channel. | Yanan Sun, Xiaohong Guan, Ting Liu, Yu Qu |
| 2011 | ISCAS | Leakage current and bottom gate voltage considerations in developing maximum performance 16nm N-channel carbon nanotube transistors. | Yanan Sun, Volkan Kursun |
| 2011 | NPC | A Layered Detection Method for Malware Identification. | Ting Liu, Xiaohong Guan, Yu Qu, Yanan Sun |
| 2011 | NPC | A New Method for Authentication Based on Covert Channel. | Yanan Sun, Xiaohong Guan, Ting Liu |