Hui Wang

71 papers · 2012–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (19) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🏃 Academic Marathon (14) 🏆 Grand Slam 🤝 Dynamic Duo (11) 🔬 Deep Specialist (10) 🏆 Keyword Champion 🚀 Conference Pioneer 🗃️ Keyword Collector (344) ⚡ Prolific Year (18) 💎 Century Club (64) 🔥 Unstoppable (10)

Conferences

AAAI (14) ACL (9) INTERSPEECH (9) COLING (6) EMNLP (6) ICLR (4) WACV (3) NIPS (3) IJCAI (3) ECCV (3) NAACL (2) CVPR (2) ICML (1) JMLR (1) MICCAI (1) OSDI (1) SEMEVAL (1) UAI (1) ACML (1)

Top co-authors

Yue Yu (11) Ruifeng Xu (9) Zenglin Xu (7) Bing Qin (7) Yong Qin (7) Yehong Zhang (6) Bin Liang (6) Shiwan Zhao (6) Yafeng Chen (6) Luyao Cheng (6)

Research topics

Keywords

large language model (12) speaker verification (4) attention mechanism (4) federated learning (3) representation learning (3) benchmark evaluation (3) generative adversarial network (3) model compression (3) speaker diarization (3) knowledge distillation (3) automatic speech recognition (2) cross-modal learning (2) reinforcement learning (2) privacy preservation (2) visual dialog (2) machine translation (2) catastrophic forgetting (2) ensemble learning (2) self-supervised learning (2) transfer learning (2)

Papers

A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026

Time Series Class-Incremental Learning via Confidence-guided Mask Distillation and Prototype-guided Contrastive Learning AAAI 2026

RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending AAAI 2026

HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting AAAI 2026

DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026

ConsensusXAI: A Framework to Examine Class-wise Agreement in Medical Imaging WACV 2026

SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models AAAI 2026

TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models AAAI 2026

Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025

CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference ACL 2025

COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025

Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization on Multi-party Conversation ACL 2025

SpeHeaTal: A Cluster-Enhanced Segmentation Method for Sperm Morphology Analysis AAAI 2025

Correcting Large Language Model Behavior via Influence Function AAAI 2025

Pushing the Limits of BFP on Narrow Precision LLM Inference AAAI 2025

IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025

Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025

Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition AAAI 2025

ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5 ACL 2025

SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025

GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025

Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling CVPR 2025

MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025

Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025

Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025

Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025

Centrality-guided Pre-training for Graph ICLR 2025

Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps ICLR 2025

Training Diffusion-based Generative Models with Limited Data ICML 2025

Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025

Investigating noun-noun compound relation representations in autoregressive large language models NAACL 2025

Uncertainty-Aware Mean Opinion Score Prediction INTERSPEECH 2024

Iterative Prototype Refinement for Ambiguous Speech Emotion Recognition INTERSPEECH 2024

ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency INTERSPEECH 2024

LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation INTERSPEECH 2024

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC ACL 2024

CS3: Cascade SAM for Sperm Segmentation MICCAI 2024

Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NIPS 2024

Improving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation WACV 2024

Improving the Fairness of the Min-Max Game in GANs Training WACV 2024

EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024

Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel OSDI 2024

Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024

Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy IJCAI 2024

Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024

A Lifelong Multilingual Multi-granularity Semantic Alignment Approach via Maximum Co-occurrence Probability COLING 2024

Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding ECCV 2024

Incremental pre-training from smaller language models ACL 2024

CPPO: Continual Learning for Reinforcement Learning with Human Feedback ICLR 2024

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023

Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization ACL 2023

FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP ACL 2023

RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting INTERSPEECH 2023

An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification INTERSPEECH 2023

CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking INTERSPEECH 2023

FedLab: A Flexible Federated Learning Framework JMLR 2023

Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training NIPS 2023

Practical privacy-preserving Gaussian process regression via secret sharing UAI 2023

SP-Net: Slowly Progressing Dynamic Inference Networks ECCV 2022

Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation ECCV 2022

Exploring evolution-aware & -free protein language models as protein function predictors NIPS 2022

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022

A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification INTERSPEECH 2021

Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020

A Comparison of English Rhythm Produced by Native American Speakers and Mandarin ESL Primary School Learners INTERSPEECH 2020

Dual Visual Attention Network for Visual Dialog IJCAI 2019

Underwater Image Restoration Based on Convolutional Neural Network ACML 2018

Progressive Blockwise Knowledge Distillation for Neural Network Acceleration IJCAI 2018

FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering SEMEVAL 2017

Identification of Social Acts in Dialogue COLING 2012