← Authors

Long Ma

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

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 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