Wei Ye

79 papers · 2019–2026 · 16 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (16) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (11) 🗺️ Taxonomy Completionist (131) 🏆 Grand Slam 🔬 Deep Specialist (11) 🤝 Dynamic Duo (51) 👥 Mega-Team (22) 👑 Triple Crown 🏆 Keyword Champion (2) 🗃️ Keyword Collector (354) ⚡ Prolific Year (9) 💎 Century Club (74) 🔥 Unstoppable (7) 📈 Trend Setter ❓ The Questioner

Conferences

AAAI (18) ACL (13) EMNLP (9) CVPR (6) NIPS (6) COLING (4) ECCV (4) IJCAI (4) ICLR (3) NAACL (3) ICCV (2) ICML (2) IJCNLP (2) ACML (1) SEMEVAL (1) WACV (1)

Top co-authors

Shikun Zhang (54) Yidong Wang (11) Chaoya Jiang (10) Bo Li (10) Rui Xie (8) Yue Zhang (7) Haiyang Xu (7) Xiangyu Xi (7) Ming Yan (6) Jindong Wang (6)

Keywords

large language model (9) contrastive learning (6) vision transformer (5) reinforcement learning (4) relation extraction (4) music generation (4) representation learning (4) graph neural network (4) neural machine translation (3) information extraction (3) question answering (3) benchmark evaluation (3) data augmentation (3) in-context learning (3) few-shot learning (3) direct preference optimization (3) image restoration (3) text classification (3) knowledge distillation (3) text generation (3)

Papers

DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures AAAI 2026

Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026

Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency AAAI 2026

ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness AAAI 2026

Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026

Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025

MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025

MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025

Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025

All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025

Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025

Concept Matching with Agent for Out-of-Distribution Detection AAAI 2025

NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025

Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025

GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025

Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation ICML 2025

HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025

RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors ICCV 2025

SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity EMNLP 2025

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024

MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NIPS 2024

AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024

Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures NIPS 2024

SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types NIPS 2024

PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024

DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity AAAI 2024

NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction AAAI 2024

Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024

COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024

Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024

KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024

What Makes a Good Order of Examples in In-Context Learning ACL 2024

Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024

HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection CVPR 2024

CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians ECCV 2024

CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection ECCV 2024

Dual-Rain: Video Rain Removal using Assertive and Gentle Teachers ECCV 2024

FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024

PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024

Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization ICLR 2024

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models ICML 2024

Deep Hierarchical Graph Alignment Kernels IJCAI 2024

Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024

Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023

Consistent Direct Time-of-Flight Video Depth Super-Resolution CVPR 2023

Temporally Consistent Online Depth Estimation in Dynamic Scenes WACV 2023

Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023

BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023

Exploiting Pseudo Image Captions for Multimodal Summarization ACL 2023

Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models EMNLP 2023

USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022

MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts EMNLP 2022

Label Smoothing for Text Mining COLING 2022

DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022

Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022

Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022

Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation NIPS 2022

Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022

Multi-Hop Transformer for Document-Level Machine Translation NAACL 2021

SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint AAAI 2021

Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL 2021

Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder IJCNLP 2021

Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation IJCNLP 2021

QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL 2021

Improving Embedding-based Large-scale Retrieval via Label Enhancement EMNLP 2021

Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 2020

Deep Dynamic Boosted Forest ACML 2020

Stacking Networks Dynamically for Image Restoration Based on the Plug-and-Play Framework ECCV 2020

Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019

PKUSE at SemEval-2019 Task 3: Emotion Detection with Emotion-Oriented Neural Attention Network SEMEVAL 2019