Statistical Texture Learning Method for Monitoring Abandoned Suburban Cropland Based on High-Resolution Remote Sensing and Deep Learning. - Qianhui Shen; Haojun Deng; Xinjian Wen; Zhanpeng Chen; Hongfei Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Fuzzy-Boundary Enhanced Trident Network for Parcel Extraction in the Urban-Rural Area. - Jiajun Zhu; Zhuoqun Chai; Zhaopu Song; Zhanpeng Chen; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. - Xuxin Cheng; Zhihong Zhu; Xianwei Zhuang; Zhanpeng Chen; Zhiqi Huang 001; Yuexian Zou (ACL (Findings), 2024)

Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (ACL (Short Papers), 2024)

SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Zhichang Wang; Zhiqi Huang 001; Yuexian Zou (CIKM, 2024)

Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System. - Zhanpeng Chen; Zhihong Zhu; Wanshi Xu; Xianwei Zhuang; Yuexian Zou (EMNLP, 2024)

Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection. - Zhanpeng Chen; Zhihong Zhu; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (EMNLP, 2024)

Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System. - Wanshi Xu; Xuxin Cheng; Zhihong Zhu; Zhanpeng Chen; Yuexian Zou (EMNLP (Findings), 2024)

What are the Generator Preferences for End-to-end Task-Oriented Dialog System? - Wanshi Xu; Xianwei Zhuang; Zhanpeng Chen; Zhihong Zhu; Xuxin Cheng; Yuexian Zou (EMNLP, 2024)

Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory. - Xianwei Zhuang; Zhihong Zhu; Zhanpeng Chen; Yuxin Xie 004; Liming Liang; Yuexian Zou (EMNLP, 2024)

Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement. - Zhanpeng Chen; Zhihong Zhu; Wanshi Xu; Yunyan Zhang; Xian Wu 001; Yefeng Zheng 001 (ACM Multimedia, 2024)

MoBA: Mixture of Bi-directional Adapter for Multi-modal Sarcasm Detection. - Yifeng Xie; Zhihong Zhu; Xin Chen; Zhanpeng Chen; Zhiqi Huang 001 (ACM Multimedia, 2024)

Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration. - Xianwei Zhuang; Xuxin Cheng; Zhihong Zhu; Zhanpeng Chen; Hongxiang Li; Yuexian Zou (ACM Multimedia, 2024)

MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training. - Zhanpeng Chen; Chengjin Xu; Yiyan Qi; Jian Guo (CoRR, 2024)

Integrating "quality-risk-demand" framework and circuit theory to identify spatial range and priority area of ecological security pattern in a rapidly urbanizing landscape. - Longyang Huang; Zhanpeng Chen; Zhaochen Yang; Minghao Chen; Xiaojie Chen; Tianlin Zhai; Tianqi Qiu (Ecol. Informatics, 2024)

Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding. - Zhanpeng Chen; Mingxiao Li 004; Ziyang Chen; Nan Du; Xiaolong Li; Yuexian Zou (ACL (Findings), 2025)

ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks. - Zijing Zhang; Zhanpeng Chen; He Zhu; Ziyang Chen; Nan Du; Xiaolong Li (ACL (Findings), 2025)

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs. - Mingxiao Li 004; Fang Qu; Zhanpeng Chen; Na Su; Zhizhou Zhong; Ziyang Chen; Nan Du; Xiaolong Li (CoRR, 2025)