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Long Ma

43 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (13) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (7)
πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (5) πŸ—ΊοΈ Taxonomy Completionist (58) 🀝 Dynamic Duo (16) πŸ† Keyword Champion πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (167) πŸ’Ž Century Club (41) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (7) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (10) CVPR (8) AAAI (6) IJCAI (4) ICML (3) SEMEVAL (3) ACL (2) ECCV (2) ACML (1) ICCV (1) ICLR (1) NAACL (1) NIPS (1)

Top co-authors

Risheng Liu (16) Xin Fan (13) Jinyuan Liu (12) Lei Xie (7) Sining Sun (6) Xiong Wang (6) Xuan Li (6) Yike Zhang (6) Songjun Cao (6) Guanyao Wu (5)

Keywords

image restoration (6) automatic speech recognition (4) self-supervised learning (4) diffusion model (3) neural architecture search (3) image fusion (3) named entity recognition (3) infrared imaging (3) speech recognition (3) non-convex optimization (2) semantic segmentation (2) multi-task learning (2) object detection (2) argument mining (2) keyword spotting (2) bilevel optimization (2) ensemble learning (2) autonomous driving (2) depth estimation (2) multi-label classification (2)

Papers

Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception AAAI 2026 Learning 3D Occupancy from Beam Overlap in 2D Rotating mmWave Radar AAAI 2026 Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM ICML 2025 EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation AAAI 2025 Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025 Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning ICML 2025 TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion IJCAI 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025 PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors CVPR 2025 DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025 Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond CVPR 2025 DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025 Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion AAAI 2024 A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition INTERSPEECH 2024 3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-object Editing ECCV 2024 Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications IJCAI 2024 Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation AAAI 2024 Fast Peer Adaptation with Context-aware Exploration ICML 2024 Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution ECCV 2024 PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module ACL 2023 PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information ACL 2023 Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation ICCV 2023 Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond IJCAI 2023 DCCRN-KWS: An Audio Bias Based Model for Noise Robust Small-Footprint Keyword Spotting INTERSPEECH 2023 Two Stage Contextual Word Filtering for Context Bias in Unified Streaming and Non-streaming Transducer INTERSPEECH 2023 PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module SEMEVAL 2023 PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information SEMEVAL 2023 PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions SEMEVAL 2022 Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR INTERSPEECH 2022 PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions NAACL 2022 Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration IJCAI 2022 CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer INTERSPEECH 2022 Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training INTERSPEECH 2022 Toward Fast, Flexible, and Robust Low-Light Image Enhancement CVPR 2022 Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning INTERSPEECH 2021 Explore wav2vec 2.0 for Mispronunciation Detection INTERSPEECH 2021 Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition INTERSPEECH 2021 Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement ACML 2021 Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021 Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning INTERSPEECH 2021 Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization AAAI 2019 A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018