Peng Chen

ViTCoP: Accelerating Large Vision-Language Models via Visual and Textual Semantic Collaborative Pruning AAAI 2026 AT²PO: Agentic Turn-based Policy Optimization via Tree Search ACL 2026 Incomplete In-context Learning ACL 2026 GUI0: Self-Evolving Foundational GUI Agents in Super App Ecosystems ACL 2026 Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians AAAI 2025 Multi-Modal Large Language Models are Effective Vision Learners WACV 2025 Simplex Constrained Sparse Optimization via Tail Screening JMLR 2025 Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025 Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025 LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025 Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025 Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data ICLR 2025 GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation ICLR 2025 GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting ICCV 2025 CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games ICCV 2025 A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution EMNLP 2025 CoT-based Data Augmentation Strategy for Persuasion Techniques Detection SEMEVAL 2024 Derivative-enhanced Deep Operator Network NIPS 2024 LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024 Learning-Augmented Algorithms for the Bahncard Problem NIPS 2024 AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024 Real Appearance Modeling for More General Deepfake Detection ECCV 2024 Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration EMNLP 2024 Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024 Learning Pseudo-Contractive Denoisers for Inverse Problems ICML 2024 Task-Agnostic Self-Distillation for Few-Shot Action Recognition IJCAI 2024 skscope: Fast Sparsity-Constrained Optimization in Python JMLR 2024 CoT-based Data Augmentation Strategy for Persuasion Techniques Detection NAACL 2024 BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection CVPR 2023 PRODIGY: Enabling In-context Learning Over Graphs NIPS 2023 Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection AAAI 2021 AQD: Towards Accurate Quantized Object Detection CVPR 2021 FATNN: Fast and Accurate Ternary Neural Networks ICCV 2021 Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs ICLR 2021 SA-BNN: State-Aware Binary Neural Network AAAI 2021 PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021 Projected Stein Variational Gradient Descent NIPS 2020 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020 Dense Procedure Captioning in Narrated Instructional Videos ACL 2019 Learning to Film From Professional Human Motion Videos CVPR 2019 Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions NIPS 2019 Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling IJCAI 2019 MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL 2019 Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018 Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017 Question Generation for Question Answering EMNLP 2017 DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ACL 2016