Lin Zhang

49 papers · 2019–2026 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (6) 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏆 Grand Slam 🏆 Keyword Champion (2) 👥 Mega-Team (27) 💎 Century Club (46) 🔥 Unstoppable (7) ⚡ Prolific Year (10) 🚀 Conference Pioneer 📈 Trend Setter 🗃️ Keyword Collector (253) ❓ The Questioner (2)

Conferences

AAAI (9) INTERSPEECH (9) ACL (7) CVPR (7) ICCV (4) ICML (3) ECCV (2) EMNLP (2) NIPS (2) COLING (1) ICLR (1) NAACL (1) WACV (1)

Top co-authors

Ying Shen (5) Junichi Yamagishi (4) Yujiu Yang (4) Jiaxing Zhang (4) Xin Wang (3) Ruyi Gan (3) Haiqin Yang (3) Erica Cooper (3) Nicholas Evans (3) Junjie Wang (3)

Research topics

Privacy (2) Reasoning (1)

Keywords

large language model (5) speaker verification (4) graph neural network (4) contrastive learning (3) multimodal learning (3) speaker recognition (3) prompt tuning (2) diffusion model (2) commonsense reasoning (2) feature alignment (2) model compression (2) few-shot learning (2) language model (2) non-iid datum (2) representation learning (2) prompt engineering (2) semi-supervised learning (2) transfer learning (2) federated learning (2) speech synthesis (2)

Papers

SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026

RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026

SmartSplat: Feature-Smart Gaussians for Scalable Compression of Ultra-High-Resolution Images AAAI 2026

Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources AAAI 2025

BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025

Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025

Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning NAACL 2025

SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning ICCV 2025

Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025

Multi-Programming Language Sandbox for LLMs ACL 2025

M3HG: Multimodal, Multi-scale, and Multi-type Node Heterogeneous Graph for Emotion Cause Triplet Extraction in Conversations ACL 2025

DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025

Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025

GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control CVPR 2025

OSDFace: One-Step Diffusion Model for Face Restoration CVPR 2025

Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio INTERSPEECH 2024

3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NIPS 2024

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024

Audio-Synchronized Visual Animation ECCV 2024

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024

How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? INTERSPEECH 2024

D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024

Feature Expansion for Graph Neural Networks ICML 2023

Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks ICML 2023

Range-Based Equal Error Rate for Spoof Localization INTERSPEECH 2023

MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023

Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023

MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023

Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023

LMR: A Large-Scale Multi-Reference Dataset for Reference-Based Super-Resolution ICCV 2023

A Diffusion Model for Event Skeleton Generation ACL 2023

Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation ICLR 2023

D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching ICML 2023

PCBERT: Parent and Child BERT for Chinese Few-shot NER COLING 2022

RRSR:Reciprocal Reference-Based Image Super-Resolution with Progressive Feature Alignment and Selection ECCV 2022

Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022

SiD-WaveFlow: A Low-Resource Vocoder Independent of Prior Knowledge INTERSPEECH 2022

Spoofing-Aware Attention based ASV Back-end with Multiple Enrollment Utterances and a Sampling Strategy for the SASV Challenge 2022 INTERSPEECH 2022

Exact Shape Correspondence via 2D graph convolution NIPS 2022

Fine-Tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning CVPR 2022

Self-Augmented Unpaired Image Dehazing via Density and Depth Decomposition CVPR 2022

Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022

Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection INTERSPEECH 2022

An Initial Investigation for Detecting Partially Spoofed Audio INTERSPEECH 2021

MT-ORL: Multi-Task Occlusion Relationship Learning ICCV 2021

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment ICCV 2021

Regional Resonance of the Lower Vocal Tract and its Contribution to Speaker Characteristics INTERSPEECH 2020

ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification INTERSPEECH 2020

An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019