Top-Down Saliency Object Localization Based on Deep-Learned Features. - Duzhen Zhang; Shu-E. Liu (CISP-BMEI, 2018)

Top-Down Saliency Detection Based on Deep-Learned Features. - Duzhen Zhang; Zakir Ali (Int. J. Comput. Intell. Appl., 2019)

Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer. - Duzhen Zhang; Xiuyi Chen; Shuang Xu; Bo Xu 002 (COLING, 2020)

Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning. - Duzhen Zhang; Tielin Zhang; Shuncheng Jia; Xiang Cheng; Bo Xu 002 (CoRR, 2021)

Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning. - Duzhen Zhang; Tielin Zhang; Shuncheng Jia; Bo Xu 002 (AAAI, 2022)

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment. - Duzhen Zhang; Zhen Yang; Fandong Meng; Xiuyi Chen; Jie Zhou 016 (COLING, 2022)

Recent Advances and New Frontiers in Spiking Neural Networks. - Duzhen Zhang; Tielin Zhang; Shuncheng Jia; Qingyu Wang; Bo Xu 002 (IJCAI, 2022)

Unsupervised and Pseudo-Supervised Vision-Language Alignment in Visual Dialog. - Feilong Chen; Duzhen Zhang; Xiuyi Chen; Jing Shi 003; Shuang Xu; Bo Xu 002 (ACM Multimedia, 2022)

HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval. - Feilong Chen; Xiuyi Chen; Jiaxin Shi; Duzhen Zhang; Jianlong Chang; Qi Tian 001 (CoRR, 2022)

Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition. - Qingyu Wang; Tielin Zhang; Minglun Han; Yi Wang 077; Duzhen Zhang; Bo Xu 002 (AAAI, 2023)

DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations. - Duzhen Zhang; Feilong Chen; Xiuyi Chen (ACL (1), 2023)

Efficient preservation of detail features for image arbitrary style transfer. - Hengchang Jiang; Duzhen Zhang; Tao Wang (CISP-BMEI, 2023)

RLN: A Residual Lightweight Neural Network for Image Edge Detection. - Yingkai Pu; Duzhen Zhang; Hengchang Jiang; Zhengwei Lu; Tao Wang (CISP-BMEI, 2023)

D-YOLOv5: An Object Detection Network with Enhanced Densities. - Tao Wang; Duzhen Zhang; Hengchang Jiang; Yingkai Pu; Zhengwei Lu (CISP-BMEI, 2023)

Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition. - Duzhen Zhang; Hongliu Li; Wei Cong; Rongtao Xu; Jiahua Dong 001; Xiuyi Chen (CIKM, 2023)

Federated Incremental Semantic Segmentation. - Jiahua Dong 001; Duzhen Zhang; Yang Cong; Wei Cong; Henghui Ding; Dengxin Dai (CVPR, 2023)

Continual Named Entity Recognition without Catastrophic Forgetting. - Duzhen Zhang; Wei Cong; Jiahua Dong 001; Yahan Yu; Xiuyi Chen; Yonggang Zhang 003; Zhen Fang 001 (EMNLP, 2023)

Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation. - Yumin Zhang; Yajun Gao; Hongliu Li; Ating Yin; Duzhen Zhang; Xiuyi Chen (IJCNN, 2023)

ODE-based Recurrent Model-free Reinforcement Learning for POMDPs. - Xuanle Zhao; Duzhen Zhang; Liyuan Han; Tielin Zhang; Bo Xu 002 (NeurIPS, 2023)

Decomposing Logits Distillation for Incremental Named Entity Recognition. - Duzhen Zhang; Yahan Yu; Feilong Chen; Xiuyi Chen (SIGIR, 2023)

Attention-free Spikformer: Mixing Spike Sequences with Simple Linear Transforms. - Qingyu Wang; Duzhen Zhang; Tielin Zhang; Bo Xu 002 (CoRR, 2023)

VLP: A Survey on Vision-language Pre-training. - Feilong Chen; Duzhen Zhang; Minglun Han; Xiuyi Chen; Jing Shi 003; Shuang Xu; Bo Xu 002 (Int. J. Autom. Comput., 2023)

Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition. - Yahan Yu; Duzhen Zhang; Xiuyi Chen; Chenhui Chu (ACL (Findings), 2024)

MM-LLMs: Recent Advances in MultiModal Large Language Models. - Duzhen Zhang; Yahan Yu; Jiahua Dong 001; Chenxing Li; Dan Su 002; Chenhui Chu; Dong Yu 001 (ACL (Findings), 2024)

AC-CAM: Affinity-Aware Contrast CAM for Weakly-Supervised Semantic Segmentation on MRI Brain Tumor. - Haili Wang; Jingqian Wu; Changwei Wang 001; Min Zhao; Duzhen Zhang; Rongtao Xu (BIBM, 2024)

Retinal Blood Vessel Segmentation Based on Multi-Scale and Multi-Attention Mechanisms. - Zheng Zhou; Duzhen Zhang; Peng Guo (CISP-BMEI, 2024)

Prompt-guided Precise Audio Editing with Diffusion Models. - Manjie Xu; Chenxing Li; Duzhen Zhang; Dan Su 002; Wei Liang; Dong Yu 001 (ICML, 2024)

DefFusion: Deformable Multimodal Representation Fusion for 3D Semantic Segmentation. - Rongtao Xu; Changwei Wang 001; Duzhen Zhang; Man Zhang 005; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (ICRA, 2024)

How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? - Jiahua Dong 001; Wenqi Liang; Hongliu Li; Duzhen Zhang; Meng Cao 002; Henghui Ding; Salman H. Khan 001; Fahad Shahbaz Khan (NeurIPS, 2024)

Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification. - Qingyu Wang; Duzhen Zhang; Tielin Zhang; Bo Xu 002 (CoRR, 2024)

Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning. - Duzhen Zhang; Qingyu Wang; Tielin Zhang; Bo Xu 002 (CoRR, 2024)

Federated Incremental Named Entity Recognition. - Duzhen Zhang; Yahan Yu; Chenxing Li; Jiahua Dong 001; Dong Yu 001 (CoRR, 2024)

Structure Aware Multi-Graph Network for Multi-Modal Emotion Recognition in Conversations. - Duzhen Zhang; Feilong Chen; Jianlong Chang; Xiuyi Chen; Qi Tian 001 (IEEE Trans. Multim., 2024)

Image Denoise Model Based on Structural Re-Parameterized Uniformer Transformer and UNet. - Zhengwei Lu; Duzhen Zhang; Tao Wang 160; Hengchang Jiang; Yingkai Pu (Int. J. Comput. Intell. Appl., 2024)

Tuning Synaptic Connections Instead of Weights by Genetic Algorithm in Spiking Policy Network. - Duzhen Zhang; Tielin Zhang; Shuncheng Jia; Qingyu Wang; Bo Xu 002 (Mach. Intell. Res., 2024)

Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs. - Zixiao Wang; Duzhen Zhang; Ishita Agrawal; Shen Gao; Le Song; Xiuying Chen (ACL (Findings), 2025)

Progressive LoRA for Multimodal Continual Instruction Tuning. - Yahan Yu; Duzhen Zhang; Yong Ren; Xuanle Zhao; Xiuyi Chen; Chenhui Chu (ACL (Findings), 2025)

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA. - Duzhen Zhang; Yong Ren; Zhong-Zhi Li; Yahan Yu; Jiahua Dong 001; Chenxing Li; Zhilong Ji; Jinfeng Bai (ACL (1), 2025)

Information-theoretic complementary prompts for improved continual text classification. - Duzhen Zhang; Yong Ren; Chenxing Li; Dong Yu 001; Tielin Zhang (Neural Networks, 2025)

Lifelong Learning of Large Language Model based Agents: A Roadmap. - Junhao Zheng; Chengming Shi; Xidi Cai; Qiuke Li; Duzhen Zhang; Chenxing Li; Dong Yu 001; Qianli Ma 001 (CoRR, 2025)

From System 1 to System 2: A Survey of Reasoning Large Language Models. - Zhong-Zhi Li; Duzhen Zhang; Ming-Liang Zhang; Jiaxin Zhang; Zengyan Liu; Yuxuan Yao; Haotian Xu; Junhao Zheng; Pei-Jie Wang; Xiuyi Chen; Yingying Zhang; Fei Yin; et al. (CoRR, 2025)

Safety in Large Reasoning Models: A Survey. - Cheng Wang; Yue Liu 008; Baolong Li; Duzhen Zhang; Zhongzhi Li; Junfeng Fang (CoRR, 2025)

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners. - Junhao Zheng; Xidi Cai; Qiuke Li; Duzhen Zhang; Zhong-Zhi Li; Yingying Zhang; Le Song; Qianli Ma 001 (CoRR, 2025)

Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. - Yong Ren; Chenxing Li; Le Xu; Hao Gu; Duzhen Zhang; Yujie Chen; Manjie Xu; Ruibo Fu; Shan Yang; Dong Yu 001 (CoRR, 2025)

AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage. - Xuanle Zhao; Zilin Sang; Yuxuan Li; Qi Shi 002; Weilun Zhao; Shuo Wang 013; Duzhen Zhang; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

A Survey of Context Engineering for Large Language Models. - Lingrui Mei; Jiayu Yao; Yuyao Ge; Yiwei Wang 001; Baolong Bi; Yujun Cai; Jiazhi Liu; Mingyu Li; Zhong-Zhi Li; Duzhen Zhang; Chenlin Zhou; Jiayi Mao; et al. (CoRR, 2025)

Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition. - Duzhen Zhang; Chenxing Li; Jiahua Dong 001; Qi Liu 049; Dong Yu 001 (CoRR, 2025)

Revisiting Continual Semantic Segmentation with Pre-trained Vision Models. - Duzhen Zhang; Yong Ren; Wei Cong; Junhao Zheng; Qiaoyi Su; Shuncheng Jia; Zhong-Zhi Li; Xuanle Zhao; Ye Bai; Feilong Chen; Qi Tian 001; Tielin Zhang (CoRR, 2025)