Wei Ye

ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness AAAI 2026 A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions ACL 2026 DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures AAAI 2026 Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency AAAI 2026 Instruction Data Selection via Answer Divergence ACL 2026 Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026 LeLoRA: Learnable Low-Rank Adaptation of Large Language Models ACL 2026 Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026 Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026 Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning ACL 2026 All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025 Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025 Concept Matching with Agent for Out-of-Distribution Detection AAAI 2025 GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025 Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025 MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025 MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025 NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025 Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation ICML 2025 RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors ICCV 2025 Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025 SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity EMNLP 2025 Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 AutoSurvey: Large Language Models Can Automatically Write Surveys NeurIPS 2024 Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024 CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection ECCV 2024 CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians ECCV 2024 COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024 Deep Hierarchical Graph Alignment Kernels IJCAI 2024 DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity AAAI 2024 Dual-Rain: Video Rain Removal using Assertive and Gentle Teachers ECCV 2024 Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024 FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024 Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures NeurIPS 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection CVPR 2024 KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024 Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024 MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NeurIPS 2024 NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models ICML 2024 NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction AAAI 2024 PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization ICLR 2024 PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024 PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024 SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types NeurIPS 2024 Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 What Makes a Good Order of Examples in In-Context Learning ACL 2024 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 Consistent Direct Time-of-Flight Video Depth Super-Resolution CVPR 2023 Exploiting Pseudo Image Captions for Multimodal Summarization ACL 2023 Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023 MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models EMNLP 2023 Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023 Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023 Temporally Consistent Online Depth Estimation in Dynamic Scenes WACV 2023 Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023 DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022 Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022 Label Smoothing for Text Mining COLING 2022 Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022 Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation NeurIPS 2022 MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts EMNLP 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 USB: A Unified Semi-supervised Learning Benchmark for Classification NeurIPS 2022 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021 Improving Embedding-based Large-scale Retrieval via Label Enhancement EMNLP 2021 Multi-Hop Transformer for Document-Level Machine Translation NAACL 2021 Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021 Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL 2021 QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL 2021 SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint AAAI 2021 Deep Dynamic Boosted Forest ACML 2020 Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 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