Wei LIN

DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ACL 2026 Mem2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation ACL 2026 Promoting Efficient Reasoning with Verifiable Stepwise Reward AAAI 2026 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025 RLAE: Reinforcement Learning-Assisted Ensemble for LLMs EMNLP 2025 Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025 Efficient Long Context Fine-tuning with Chunk Flow ICML 2025 PerLA: Perceptive 3D Language Assistant CVPR 2025 Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting CVPR 2025 Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025 Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization AAAI 2025 Neural Event-Triggered Control with Optimal Scheduling ICML 2025 Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization ICLR 2025 LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content ICLR 2025 Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025 Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 Robust 3D Object Detection using Probabilistic Point Clouds from Single-Photon LiDARs ICCV 2025 KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025 AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking EMNLP 2025 UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System EMNLP 2025 Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024 PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations NIPS 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024 Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024 A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024 Hypergraph Neural Architecture Search AAAI 2024 How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation AAAI 2024 ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024 PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization CVPR 2024 Towards Robust Learning to Optimize with Theoretical Guarantees CVPR 2024 Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs ECCV 2024 A Secure Image Watermarking Framework with Statistical Guarantees via Adversarial Attacks on Secret Key Networks ECCV 2024 Robust Zero-Shot Crowd Counting and Localization with Adaptive Resolution SAM ECCV 2024 From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems ICML 2024 FESSNC: Fast Exponentially Stable and Safe Neural Controller ICML 2024 A Statistical Theory of Regularization-Based Continual Learning ICML 2024 Switched Flow Matching: Eliminating Singularities via Switching ODEs ICML 2024 Llumnix: Dynamic Scheduling for Large Language Model Serving OSDI 2024 MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures OSDI 2024 SKDBERT: Compressing BERT via Stochastic Knowledge Distillation AAAI 2023 OFDVDnet: A Sensor Fusion Approach for Video Denoising in Fluorescence-Guided Surgery MIDL 2023 The Aggregation–Heterogeneity Trade-off in Federated Learning COLT 2023 SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS ICLR 2023 HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level ACL 2023 Optimal Transport Minimization: Crowd Localization on Density Maps for Semi-Supervised Counting CVPR 2023 MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023 MATE: Masked Autoencoders are Online 3D Test-Time Learners ICCV 2023 LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections NIPS 2023 Video Test-Time Adaptation for Action Recognition CVPR 2023 ActMAD: Activation Matching To Align Distributions for Test-Time-Training CVPR 2023 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022 CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video ECCV 2022 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Neural Stochastic Control NIPS 2022 Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021 Neural Delay Differential Equations ICLR 2021 AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search IJCAI 2020 AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020 RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract) AAAI 2020 SwapText: Image Based Texts Transfer in Scenes CVPR 2020 Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019 Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks IJCAI 2019 Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018 IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection IJCAI 2018 StreamScope: Continuous Reliable Distributed Processing of Big Data Streams NSDI 2016 Revisiting Word Embedding for Contrasting Meaning IJCNLP 2015 Revisiting Word Embedding for Contrasting Meaning ACL 2015 Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing OSDI 2014 Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions NSDI 2012 Spotting Code Optimizations in Data-Parallel Pipelines through PeriSCOPE OSDI 2012