Learning Internal Dense But External Sparse Structures of Deep Convolutional Neural Network. - Yiqun Duan; Chen Feng 001 (ICANN (2), 2019)

Multi-label Few-shot Learning with Semantic Inference (Student Abstract). - Zhen Wang 030; Yiqun Duan; Liu Liu 014; Dacheng Tao (AAAI, 2021)

Progressive Open-Domain Response Generation with Multiple Controllable Attributes. - Haiqin Yang; Xiaoyuan Yao; Yiqun Duan; Jianping Shen; Jie Zhong; Kun Zhang 001 (IJCAI, 2021)

Continual Learning through Retrieval and Imagination. - Zhen Wang 030; Liu Liu 014; Yiqun Duan; Dacheng Tao (AAAI, 2022)

Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation. - Yi Li 050; Yiqun Duan; Zhanghui Kuang; Yimin Chen; Wayne Zhang 001; Xiaomeng Li 001 (AAAI, 2022)

Continual Learning with Lifelong Vision Transformer. - Zhen Wang 030; Liu Liu 014; Yiqun Duan; Yajing Kong; Dacheng Tao (CVPR, 2022)

Exploring Visual Interpretability for Contrastive Language-Image Pre-training. - Yi Li 050; Hualiang Wang; Yiqun Duan; Hang Xu 004; Xiaomeng Li 001 (CoRR, 2022)

Cross Task Neural Architecture Search for EEG Signal Classifications. - Yiqun Duan; Zhen Wang 030; Yi Li 050; Jianhang Tang; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2022)

Generalizing Multimodal Variational Methods to Sets. - Jinzhao Zhou; Yiqun Duan; Zhihong Chen; Yu-Cheng Chang; Chin-Teng Lin (CoRR, 2022)

Position-aware image captioning with spatial relation. - Yiqun Duan; Zhen Wang 030; Jingya Wang; Yu-Kai Wang; Chin-Teng Lin (Neurocomputing, 2022)

DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation. - Yiqun Duan; Charles Chau; Zhen Wang 030; Yu-Kai Wang; Chin-Teng Lin (NeurIPS, 2023)

DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation. - Yiqun Duan; Zheng Zhu; Xianda Guo (CoRR, 2023)

CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks. - Yi Li 050; Hualiang Wang; Yiqun Duan; Xiaomeng Li 001 (CoRR, 2023)

Domain-Specific Denoising Diffusion Probabilistic Models for Brain Dynamics. - Yiqun Duan; Jinzhao Zhou; Zhen Wang 030; Yu-Cheng Chang; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2023)

DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation. - Yiqun Duan; Jinzhao Zhou; Zhen Wang 030; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2023)

OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline. - Xianda Guo; Juntao Lu; Chenming Zhang; Yiqi Wang; Yiqun Duan; Tian Yang; Zheng Zhu; Long Chen 005 (CoRR, 2023)

Cross task neural architecture search for EEG signal recognition. - Yiqun Duan; Zhen Wang 030; Yi Li 050; Jianhang Tang; Yu-Kai Wang; Chin-Teng Lin (Neurocomputing, 2023)

Air-Ground Collaborative Edge Intelligence for Future Generation Networks. - Jianhang Tang; Jiangtian Nie; Yang Zhang 025; Yiqun Duan; Zehui Xiong; Dusit Niyato (IEEE Netw., 2023)

Cross-domain multi-style merge for image captioning. - Yiqun Duan; Zhen Wang 030; Yi Li 050; Jingya Wang (Comput. Vis. Image Underst., 2023)

SIN: Semantic Inference Network for Few-Shot Streaming Label Learning. - Zhen Wang 030; Liu Liu 014; Yiqun Duan; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2023)

Prompting Multi-Modal Tokens to Enhance End-to-End Autonomous Driving Imitation Learning with LLMs. - Yiqun Duan; Qiang Zhang 029; Renjing Xu (ICRA, 2024)

Prompt, Plan, Perform: LLM-based Humanoid Control via Quantized Imitation Learning. - Jingkai Sun; Qiang Zhang 029; Yiqun Duan; Xiaoyang Jiang; Chong Cheng; Renjing Xu (ICRA, 2024)

Masked EEG Modeling for Driving Intention Prediction. - Jinzhao Zhou; Justin Sia; Yiqun Duan; Yu-Cheng Chang; Yu-Kai Wang; Chin-Teng Lin (IJCNN, 2024)

Whole-body Humanoid Robot Locomotion with Human Reference. - Qiang Zhang 029; Peter Cui; David Yan; Jingkai Sun; Yiqun Duan; Gang Han; Wen Zhao; Weining Zhang; Yijie Guo; Arthur Zhang; Renjing Xu (IROS, 2024)

Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification. - Xiaowei Jiang; Wenhao Ma; Yiqun Duan; Thomas Do; Chin-Teng Lin (SMC, 2024)

Whole-body Humanoid Robot Locomotion with Human Reference. - Qiang Zhang 029; Peter Cui; David Yan; Jingkai Sun; Yiqun Duan; Arthur Zhang; Renjing Xu (CoRR, 2024)

Decode Neural signal as Speech. - Yiqian Yang; Yiqun Duan; Qiang Zhang 029; Renjing Xu; Hui Xiong 001 (CoRR, 2024)

Are EEG-to-Text Models Working? - Hyejeong Jo; Yiqian Yang; Juhyeok Han; Yiqun Duan; Hui Xiong; Won Hee Lee (CoRR, 2024)

MaskFuser: Masked Fusion of Joint Multi-Modal Tokenization for End-to-End Autonomous Driving. - Yiqun Duan; Xianda Guo; Zheng Zhu; Zhen Wang 030; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2024)

MAD: Multi-Alignment MEG-to-Text Decoding. - Yiqian Yang; Hyejeong Jo; Yiqun Duan; Qiang Zhang 029; Jinni Zhou; Won Hee Lee; Renjing Xu; Hui Xiong 001 (CoRR, 2024)

Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas. - Chengyuan Deng; Yiqun Duan; Xin Jin; Heng Chang; Yijun Tian 001; Han Liu; Henry Peng Zou; Yiqiao Jin; Yijia Xiao; Yichen Wang; Shenghao Wu; Zongxing Xie; et al. (CoRR, 2024)

Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings. - Jinzhao Zhou; Yiqun Duan; Ziyi Zhao; Yu-Cheng Chang; Yu-Kai Wang; Thomas Do; Chin-Teng Lin (CoRR, 2024)

Enhancing End-to-End Autonomous Driving Systems Through Synchronized Human Behavior Data. - Yiqun Duan; Zhuoli Zhuang; Jinzhao Zhou; Yu-Cheng Chang; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2024)

BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding. - Jinzhao Zhou; Yiqun Duan; Yu-Cheng Fred Chang; Thomas Do; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2024)

E2H: A Two-Stage Non-Invasive Neural Signal Driven Humanoid Robotic Whole-Body Control Framework. - Yiqun Duan; Qiang Zhang 029; Jinzhao Zhou; Jingkai Sun; Xiaowei Jiang; Jiahang Cao; Jiaxu Wang; Yiqian Yang; Wen Zhao; Gang Han; Yijie Guo; Chin-Teng Lin (CoRR, 2024)

NeuGPT: Unified multi-modal Neural GPT. - Yiqian Yang; Yiqun Duan; Hyejeong Jo; Qiang Zhang 029; Renjing Xu; Oiwi Parker Jones; Xuming Hu; Chin-Teng Lin; Hui Xiong 001 (CoRR, 2024)

DriveMLLM: A Benchmark for Spatial Understanding with Multimodal Large Language Models in Autonomous Driving. - Xianda Guo; Ruijun Zhang; Yiqun Duan; Yuhang He; Chenming Zhang; Shuai Liu 009; Long Chen 005 (CoRR, 2024)

A closer look at the explainability of Contrastive language-image pre-training. - Yi Li 050; Hualiang Wang; Yiqun Duan; Jiheng Zhang; Xiaomeng Li 001 (Pattern Recognit., 2025)

Neural Spelling: A Spell-Based BCI System for Language Neural Decoding. - Xiaowei Jiang; Charles Zhou; Yiqun Duan; Ziyi Zhao; Thomas Do; Chin-Teng Lin (CoRR, 2025)

WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation. - Dujun Nie; Xianda Guo; Yiqun Duan; Ruijun Zhang; Long Chen 005 (CoRR, 2025)

EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks. - Yi Zhang; Qiang Zhang; Xiaozhu Ju; Zhaoyang Liu; Jilei Mao; Jingkai Sun; Jintao Wu; Shixiong Gao; Shihan Cai; Zhiyuan Qin; Linkai Liang; Jiaxu Wang; et al. (CoRR, 2025)

Agent-Centric Personalized Multiple Clustering with Multi-Modal LLMs. - Ziye Chen; Yiqun Duan; Riheng Zhu; Zhenbang Sun; Mingming Gong (CoRR, 2025)

Scaling Prompt Instructed Zero Shot Composed Image Retrieval with Image-Only Data. - Yiqun Duan; Sameera Ramasinghe; Stephen Gould; Thalaiyasingam Ajanthan (CoRR, 2025)

Pretraining Large Brain Language Model for Active BCI: Silent Speech. - Jinzhao Zhou; Zehong Cao; Yiqun Duan; Connor Barkley; Daniel Leong; Xiaowei Jiang; Quoc-Toan Nguyen; Ziyi Zhao; Thomas Do; Yu-Cheng Chang; Sheng-Fu Liang; Chin-Teng Lin (CoRR, 2025)

Survival Games: Human-LLM Strategic Showdowns under Severe Resource Scarcity. - Zhihong Chen; Yiqian Yang; Jinzhao Zhou; Qiang Zhang 029; Chin-Teng Lin; Yiqun Duan (CoRR, 2025)

ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving. - Xianda Guo; Ruijun Zhang; Yiqun Duan; Ruilin Wang; Keyuan Zhou; Wenzhao Zheng; Wenke Huang; Gangwei Xu; Mike Horton; Yuan Si; Hao Zhao; Long Chen 005 (CoRR, 2025)