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Ning Cheng

23 papers · 2020–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (8)
πŸ—ΊοΈ Taxonomy Completionist (65) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🀝 Dynamic Duo (18) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (121) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (22)

Conferences

INTERSPEECH (14) AAAI (2) ACL (2) EMNLP (2) NAACL (2) COLING (1)

Top co-authors

Jing Xiao (18) Jianzong Wang (18) Zhitao Li (8) Yong Zhang (7) Shijing Si (4) Ming Li (3) Jian Luo (3) Jinan Xu (3) Xulong Zhang (3) Tong Ye (2)

Keywords

large language model (6) attention mechanism (5) knowledge distillation (2) audio classification (2) low-resource learning (2) self-supervised learning (2) instruction tuning (2) model compression (2) transfer learning (2) uncertainty estimation (2) automatic speech recognition (2) uncertainty quantification (2) gaussian process (2) noisy label learning (1) multi-task learning (1) speech separation (1) semi-supervised learning (1) reinforcement learning (1) ensemble learning (1) relation extraction (1)

Papers

STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026 Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ACL 2025 GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025 Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025 CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024 On the Calibration and Uncertainty with PΓ³lya-Gamma Augmentation for Dialog Retrieval Models AAAI 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023 EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis INTERSPEECH 2023 Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism INTERSPEECH 2023 Prompt Guided Copy Mechanism for Conversational Question Answering INTERSPEECH 2023 Investigation of Music Emotion Recognition Based on Segmented Semi-Supervised Learning INTERSPEECH 2023 Uncertainty Calibration for Deep Audio Classifiers INTERSPEECH 2022 Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion INTERSPEECH 2022 Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation INTERSPEECH 2022 Speech2Video: Cross-Modal Distillation for Speech to Video Generation INTERSPEECH 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021 Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit INTERSPEECH 2020 A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection INTERSPEECH 2020 MLNET: An Adaptive Multiple Receptive-Field Attention Neural Network for Voice Activity Detection INTERSPEECH 2020 Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding INTERSPEECH 2020