Wei Wu

Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models ACL 2026 From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026 Explicit Modeling of Causal Factors and Confounders for Image Classification AAAI 2026 Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification AAAI 2026 MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning AAAI 2026 Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ACL 2026 Unsupervised Morphological Tree Tokenizer ACL 2025 Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning ICLR 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling ICML 2025 Semantic-Space-Intervened Diffusive Alignment for Visual Classification IJCAI 2025 Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification IJCAI 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation ICLR 2025 RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured Environments CVPR 2025 UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection CVPR 2025 Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning CVPR 2025 Learning Visual Generative Priors without Text CVPR 2025 DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion CVPR 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025 GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer ICCV 2025 InstaDrive: Instance-Aware Driving World Models for Realistic and Consistent Video Generation ICCV 2025 FreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers ICCV 2025 OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models ICCV 2025 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025 TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025 Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025 Causal Inference over Visual-Semantic-Aligned Graph for Image Classification AAAI 2025 Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025 ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025 “In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP 2024 Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024 Tackling Uncertain Correspondences for Multi-Modal Entity Alignment NIPS 2024 AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024 Language-Image Pre-training with Long Captions ECCV 2024 Augmenting Transformers with Recursively Composed Multi-grained Representations ICLR 2024 HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative CVPR 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024 SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024 FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models ECCV 2024 SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction NIPS 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024 Minimal Distillation Schedule for Extreme Language Model Compression EACL 2024 Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale ACL 2024 MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos CVPR 2023 MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation ACL 2023 Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023 Fusion or Defusion? Flexible Vision-and-Language Pre-Training ACL 2023 PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models ACL 2023 Local and Global: Temporal Question Answering via Information Fusion IJCAI 2023 Intent-aware Recommendation via Disentangled Graph Contrastive Learning IJCAI 2023 LidarGait: Benchmarking 3D Gait Recognition With Point Clouds CVPR 2023 Scalable Video Object Segmentation with Simplified Framework ICCV 2023 ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation ICCV 2023 Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022 PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING 2022 DABERT: Dual Attention Enhanced BERT for Semantic Matching COLING 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL INTERSPEECH 2022 Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models NIPS 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection CVPR 2022 Unsupervised Learning of Accurate Siamese Tracking CVPR 2022 Learning Video Representations of Human Motion From Synthetic Data CVPR 2022 Cross Domain Object Detection by Target-Perceived Dual Branch Distillation CVPR 2022 Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification CVPR 2022 Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis ACL 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ACL 2022 CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022 Robust Lottery Tickets for Pre-trained Language Models ACL 2022 Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization NAACL 2022 Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization OSDI 2022 L-Tracing: Fast Light Visibility Estimation on Neural Surfaces by Sphere Tracing ECCV 2022 Backbone Is All Your Need: A Simplified Architecture for Visual Object Tracking ECCV 2022 Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022 XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022 PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022 Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022 Structural Bias for Aspect Sentiment Triplet Extraction COLING 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022 Searching for Optimal Subword Tokenization in Cross-domain NER IJCAI 2022 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval IJCNLP 2021 Context-Aware Graph Convolution Network for Target Re-identification AAAI 2021 BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation AAAI 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021 Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach AAAI 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems AAAI 2021 Open Domain Dialogue Generation with Latent Images AAAI 2021 Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues AAAI 2021 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval ACL 2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021 Slot Transferability for Cross-domain Slot Filling ACL 2021 Temporal Context Aggregation Network for Temporal Action Proposal Refinement CVPR 2021 Learning Statistical Texture for Semantic Segmentation CVPR 2021 Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos CVPR 2021 Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 Task-Oriented Clustering for Dialogues EMNLP 2021 Incorporating Convolution Designs Into Visual Transformers ICCV 2021 A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder IJCNLP 2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021 Slot Transferability for Cross-domain Slot Filling IJCNLP 2021 ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction NAACL 2021 Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks EMNLP 2020 Knowledge-Grounded Dialogue Generation with Pre-trained Language Models EMNLP 2020 CorefQA: Coreference Resolution as Query-based Span Prediction ACL 2020 Intelligent Virtual Machine Provisioning in Cloud Computing IJCAI 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning IJCAI 2020 Low-Resource Knowledge-Grounded Dialogue Generation ICLR 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NIPS 2020 Description Based Text Classification with Reinforcement Learning ICML 2020 Improving One-Shot NAS by Suppressing the Posterior Fading CVPR 2020 Computation Reallocation for Object Detection ICLR 2020 Adaptive Dilated Network With Self-Correction Supervision for Counting CVPR 2020 Class-wise Dynamic Graph Convolution for Semantic Segmentation ECCV 2020 Hierarchical Feature Embedding for Attribute Recognition CVPR 2020 StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020 IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019 SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019 Feedback Network for Image Super-Resolution CVPR 2019 Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems IJCNLP 2019 Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation IJCNLP 2019 Low-Resource Response Generation with Template Prior IJCNLP 2019 Online Hyper-Parameter Learning for Auto-Augmentation Strategy ICCV 2019 Dynamic Curriculum Learning for Imbalanced Data Classification ICCV 2019 Glyce: Glyph-vectors for Chinese Character Representations NIPS 2019 Low-Resource Response Generation with Template Prior EMNLP 2019 STM: SpatioTemporal and Motion Encoding for Action Recognition ICCV 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Neural Response Generation with Meta-words ACL 2019 Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Selective Sensor Fusion for Neural Visual-Inertial Odometry CVPR 2019 AM-LFS: AutoML for Loss Function Search ICCV 2019 A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots IJCAI 2019 Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis ICML 2018 Deep Chit-Chat: Deep Learning for ChatBots EMNLP 2018 Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018 [RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning EMNLP 2018 Distractor-aware Siamese Networks for Visual Object Tracking ECCV 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Efficient Attributed Network Embedding via Recursive Randomized Hashing IJCAI 2018 Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism IJCAI 2018 Question Condensing Networks for Answer Selection in Community Question Answering ACL 2018 High Performance Visual Tracking With Siamese Region Proposal Network CVPR 2018 Practical Block-Wise Neural Network Architecture Generation CVPR 2018 End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR 2018 SGM: Sequence Generation Model for Multi-label Classification COLING 2018 PointCNN: Convolution On X-Transformed Points NIPS 2018 Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots ACL 2017 Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering SEMEVAL 2017 Detecting Context Dependent Messages in a Conversational Environment COLING 2016 Aligning Sentences from Standard Wikipedia to Simple Wikipedia NAACL 2015 Automatic Name-Face Alignment to Enable Cross-Media News Retrieval IJCAI 2013 Learning Bilinear Model for Matching Queries and Documents JMLR 2013 Robust Trajectory Clustering for Motion Segmentation ICCV 2013 Learning a Robust Relevance Model for Search Using Kernel Methods JMLR 2011 Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment NIPS 2011 Automatic Generation of Personalized Annotation Tags for Twitter Users NAACL 2010 Extracting Phrase Patterns with Minimum Redundancy for Unsupervised Speaker Role Classification NAACL 2010