← Authors

Wei Zhu

48 papers · 2018–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (93) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) 🐺 Lone Wolf (6) πŸ† Keyword Champion (6) πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (12) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (196) ⚑ Prolific Year (9) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (48)

Conferences

ACL (14) EMNLP (11) IJCNLP (4) NAACL (4) CVPR (3) ICML (3) ICCV (2) NIPS (2) COLING (1) INTERSPEECH (1) JMLR (1) MICCAI (1) MIDL (1)

Top co-authors

Yuan Ni (12) Guotong Xie (12) Xiaoling Wang (8) Ming Tan (5) Jiechao Gao (4) Wenwen Ouyang (3) Hui Yi Leong (3) Wei Han (3) Peng Wang (3) Xing Tian (3)

Keywords

model compression (7) low-rank adaptation (6) large language model (6) parameter-efficient fine-tuning (6) neural architecture search (5) prompt tuning (5) early exit (4) pre-trained language model (4) transfer learning (3) representation learning (3) early exiting (3) named entity recognition (3) neural network optimization (3) adaptive computation (2) diffusion model (2) time series (2) computational efficiency (2) deep neural network (2) multimodal learning (2) coreference resolution (2)

Papers

DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025
DynamicFace: High-Quality and Consistent Face Swapping for Image and Video using Composable 3D Facial Priors ICCV 2025
HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes EMNLP 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024
IAPT: Instance-Aware Prompt Tuning for Large Language Models ACL 2024
FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuning EMNLP 2024
PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment EMNLP 2024
SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models EMNLP 2024
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning EMNLP 2024
DiffVC+: Improving Diffusion-based Voice Conversion for Speaker Anonymization INTERSPEECH 2024
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation MICCAI 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023
SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification MIDL 2023
Unified Demonstration Retriever for In-Context Learning ACL 2023
Sample Complexity of Probability Divergences under Group Symmetry ICML 2023
On the Implicit Bias of Linear Equivariant Steerable Networks NIPS 2023
LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023
Learned Adapters Are Better Than Manually Designed Adapters ACL 2023
SPT: Learning to Selectively Insert Prompts for Better Prompt Tuning EMNLP 2023
NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks ACL 2023
Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022
Localized Adversarial Domain Generalization CVPR 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters JMLR 2022
PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022
Structure-preserving GANs ICML 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization ICCV 2021
Global Attention Decoder for Chinese Spelling Error Correction ACL 2021
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ACL 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021
paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization NAACL 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization IJCNLP 2021
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search IJCNLP 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT IJCNLP 2021
Global Attention Decoder for Chinese Spelling Error Correction IJCNLP 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019
Deep Neural Nets with Interpolating Function as Output Activation NIPS 2018
LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018