Bin Wang

Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026 Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026 TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026 PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents ACL 2026 RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AAAI 2026 Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026 SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026 SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 2026 Self-Improving Sparse Retrieval Through Heuristic Representation Refinement and Representation-Focused Learning AAAI 2026 Dynamic Gaussian Scene Reconstruction from Unsynchronized Videos AAAI 2026 ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models ACL 2025 Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting IJCAI 2025 Non-collective Calibrating Strategy for Time Series Forecasting IJCAI 2025 Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling IJCAI 2025 Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology AAAI 2025 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 FG-CLIP: Fine-Grained Visual and Textual Alignment ICML 2025 IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities AAAI 2025 Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs AACL 2025 IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025 PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning COLING 2025 CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025 Order-aware Interactive Segmentation ICLR 2025 ToolACE: Winning the Points of LLM Function Calling ICLR 2025 GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training ICLR 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025 Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection CVPR 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025 Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025 ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation NAACL 2025 SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model NAACL 2025 AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025 Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection ICCV 2025 Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025 IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models IJCNLP 2025 Hybrid Layout Control for Diffusion Transformer: Fewer Annotations, Superior Aesthetics ICCV 2025 Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025 Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025 Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025 OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing ACL 2025 Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025 Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025 HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation ACL 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 CoinMath: Harnessing the Power of Coding Instruction for Math LLM ACL 2025 TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization ACL 2025 A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024 Segmentation-guided Layer-wise Image Vectorization with Gradient Fills ECCV 2024 A New Dataset and Framework for Real-World Blurred Images Super-Resolution ECCV 2024 Parrot Captions Teach CLIP to Spot Text ECCV 2024 Resilience of Large Language Models for Noisy Instructions EMNLP 2024 In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models EMNLP 2024 MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024 Mixture of Diverse Size Experts EMNLP 2024 ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024 SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP 2024 PhyRecon: Physically Plausible Neural Scene Reconstruction NIPS 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 W2P: Switching from Weak Supervision to Partial Supervision for Semantic Segmentation AAAI 2024 Domain Generalization With Correlated Style Uncertainty WACV 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 2024 SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024 Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image MICCAI 2024 Bridging Language Gaps in Audio-Text Retrieval INTERSPEECH 2024 Streaming Audio Transformers for Online Audio Tagging INTERSPEECH 2024 Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding INTERSPEECH 2024 Scaling up masked audio encoder learning for general audio classification INTERSPEECH 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024 DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NIPS 2024 Distribution-Aware Data Expansion with Diffusion Models NIPS 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024 EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ACL 2024 Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024 Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024 CRAFT: Extracting and Tuning Cultural Instructions from the Wild ACL 2024 Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data IJCAI 2024 Distributed Bilevel Optimization with Communication Compression ICML 2024 HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 2024 ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval COLING 2024 OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation CVPR 2024 Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024 CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoor Object Detection from Multi-view Images CVPR 2024 Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark ICLR 2024 Tree-Planner: Efficient Close-loop Task Planning with Large Language Models ICLR 2024 The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NIPS 2023 Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NIPS 2023 EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought NIPS 2023 Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning AAAI 2023 BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in Conversation AAAI 2023 Dialogue Rewriting via Skeleton-Guided Generation AAAI 2023 MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ACL 2023 Exploring Better Text Image Translation with Multimodal Codebook ACL 2023 Compounding Geometric Operations for Knowledge Graph Completion ACL 2023 GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023 Pay More Attention to Relation Exploration for Knowledge Base Question Answering ACL 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 Relational Sentence Embedding for Flexible Semantic Matching ACL 2023 Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023 Instructive Dialogue Summarization with Query Aggregations EMNLP 2023 In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model EMNLP 2023 LEA2: A Lightweight Ensemble Adversarial Attack via Non-overlapping Vulnerable Frequency Regions ICCV 2023 Few-Shot Physically-Aware Articulated Mesh Generation via Hierarchical Deformation ICCV 2023 Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution ICCV 2023 Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image Retrieval ICCV 2023 V3Det: Vast Vocabulary Visual Detection Dataset ICCV 2023 Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection ICLR 2023 ChiPFormer: Transferable Chip Placement via Offline Decision Transformer ICML 2023 MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL ICML 2023 Low-Confidence Samples Mining for Semi-supervised Object Detection IJCAI 2023 Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method IJCAI 2023 Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System CORL 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022 Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022 BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022 Towards Generalized Open Information Extraction EMNLP 2022 Filter Pruning via Feature Discrimination in Deep Neural Networks ECCV 2022 MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation ACL 2022 Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022 C3KG: A Chinese Commonsense Conversation Knowledge Graph ACL 2022 The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022 GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints ECCV 2022 Self-supervised Learning and Adaptation for Single Image Dehazing IJCAI 2022 Robust Network Architecture Search via Feature Distortion Restraining ECCV 2022 Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval AAAI 2022 BCOT: A Markerless High-Precision 3D Object Tracking Benchmark CVPR 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NIPS 2022 Semi-supervised Object Detection with Adaptive Class-Rebalancing Self-Training AAAI 2022 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022 A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021 Few-Shot Event Detection with Prototypical Amortized Conditional Random Field IJCNLP 2021 Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021 Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021 Model-Based Reinforcement Learning via Imagination with Derived Memory NIPS 2021 Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021 Polyphone Disambiguation in Mandarin Chinese with Semi-Supervised Learning INTERSPEECH 2021 Unsupervised Co-part Segmentation through Assembly ICML 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021 Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ACL 2021 Modeling Discourse Structure for Document-level Neural Machine Translation ACL 2020 GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020 A Novel Line Integral Transform for 2D Affine-Invariant Shape Retrieval ECCV 2020 Graph Structured Network for Image-Text Matching CVPR 2020 Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements COLING 2020 Lijunyi at SemEval-2020 Task 4: An ALBERT Model Based Maximum Ensemble with Different Training Sizes and Depths for Commonsense Validation and Explanation COLING 2020 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020 Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020 Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING 2020 Porous Lattice Transformer Encoder for Chinese NER COLING 2020 Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism COLING 2020 Graph Geometry Interaction Learning NIPS 2020 LAIX Corpus of Chinese Learner English: Towards a Benchmark for L2 English ASR INTERSPEECH 2020 Xiaomi’s Submissions for IWSLT 2020 Open Domain Translation Task ACL 2020 HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020 Lijunyi at SemEval-2020 Task 4: An ALBERT Model Based Maximum Ensemble with Different Training Sizes and Depths for Commonsense Validation and Explanation SEMEVAL 2020 Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements SEMEVAL 2020 Focus-Constrained Attention Mechanism for CVAE-based Response Generation EMNLP 2020 Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020 The Kelly Growth Optimal Portfolio with Ensemble Learning AAAI 2019 Finding Justifications by Approximating Core for Large-scale Ontologies IJCAI 2019 MAT-Net: Medial Axis Transform Network for 3D Object Recognition IJCAI 2019 Adaptive Convolution for Multi-Relational Learning NAACL 2019 Beyond Word Attention: Using Segment Attention in Neural Relation Extraction IJCAI 2019 Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019 YNU NLP at SemEval-2019 Task 5: Attention and Capsule Ensemble for Identifying Hate Speech SEMEVAL 2019 YNUWB at SemEval-2019 Task 6: K-max pooling CNN with average meta-embedding for identifying offensive language SEMEVAL 2019 YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019 Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach IJCAI 2019 Low Shot Box Correction for Weakly Supervised Object Detection IJCAI 2019 An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018 Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018 Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection ICCV 2017 Can Walking and Measuring Along Chord Bunches Better Describe Leaf Shapes? CVPR 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Knowledge Base Completion via Coupled Path Ranking ACL 2016 Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks COLING 2016 Jointly Embedding Knowledge Graphs and Logical Rules EMNLP 2016 Multi-Granularity Chinese Word Embedding EMNLP 2016 Context-Dependent Knowledge Graph Embedding EMNLP 2015 Trans-dimensional Random Fields for Language Modeling ACL 2015 Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability ICCV 2015 Semantically Smooth Knowledge Graph Embedding ACL 2015 Knowledge Base Completion Using Embeddings and Rules IJCAI 2015 Semantically Smooth Knowledge Graph Embedding IJCNLP 2015 Trans-dimensional Random Fields for Language Modeling IJCNLP 2015 A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services EMNLP 2014 Using Clustering to Improve Retrieval Evaluation without Relevance Judgments COLING 2010 Information Retrieval Oriented Word Segmentation based on Character Association Strength Ranking EMNLP 2008 A Study on Effectiveness of Syntactic Relationship in Dependence Retrieval Model IJCNLP 2008 Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study ACL 2003