← Authors

Bin Wang

207 papers · 2003–2026 · 21 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (22) 🌍 Conference Polyglot (21) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🏠 Conference Loyalist (21) πŸ† Keyword Champion (2) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (92) πŸ”¬ Deep Specialist (28) 🧬 Topic Evolution 🀝 Dynamic Duo (21) ⚑ Prolific Year (22) πŸ”₯ Unstoppable (12) πŸ—ƒοΈ Keyword Collector (73) πŸ’Ž Century Club (198) πŸ“ˆ Trend Setter ❓ The Questioner (3) πŸš€ Conference Pioneer

Conferences

ACL (35) AAAI (30) EMNLP (23) IJCAI (22) COLING (12) ICCV (12) CVPR (11) NIPS (10) NAACL (8) ICLR (7) ECCV (7) ICML (6) IJCNLP (6) INTERSPEECH (6) SEMEVAL (4) AACL (2) WACV (2) CORL (1) MICCAI (1) ACML (1) OSDI (1)

Top co-authors

Jian Luan (21) Wei Liu (17) Quan Wang (12) Conghui He (11) Xiang Li (11) Jianwei Cui (10) Bowen Yu (9) Tingwen Liu (9) Xiaochun Yang (9) Jianye Hao (9)

Research topics

Architectures (1) Computer Vision (1) Digital Humanities (1)

Keywords

large language model (24) multimodal learning (13) knowledge distillation (11) instruction tuning (8) self-supervised learning (8) dialogue system (7) representation learning (7) neural network (7) diffusion model (7) graph neural network (7) contrastive learning (6) data augmentation (6) model compression (6) vision-language model (6) knowledge graph (5) neural machine translation (5) domain adaptation (5) benchmark evaluation (5) attention mechanism (5) link prediction (5)

Papers

Dynamic Gaussian Scene Reconstruction from Unsynchronized Videos AAAI 2026
Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 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
Self-Improving Sparse Retrieval Through Heuristic Representation Refinement and Representation-Focused Learning AAAI 2026
SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 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
SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026
Global Eye: Breaking the β€œFixed 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
ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models ACL 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
Order-aware Interactive Segmentation ICLR 2025
ToolACE: Winning the Points of LLM Function Calling ICLR 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
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
ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation NAACL 2025
AudioBench: A Universal Benchmark for Audio Large Language Models 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
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025
Hybrid Layout Control for Diffusion Transformer: Fewer Annotations, Superior Aesthetics ICCV 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models IJCNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model NAACL 2025
Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection ICCV 2025
Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025
Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025
Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 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
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations 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
Domain Generalization With Correlated Style Uncertainty WACV 2024
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 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
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
A Comprehensive Evaluation of Quantization Strategies for Large Language Models 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
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark ICLR 2024
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models ICLR 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
Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image Retrieval ICCV 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
The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task 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
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
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
Robust Network Architecture Search via Feature Distortion Restraining ECCV 2022
Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval AAAI 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022
BCOT: A Markerless High-Precision 3D Object Tracking Benchmark CVPR 2022
Towards Generalized Open Information Extraction EMNLP 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System CORL 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022
A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022
BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022
The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022
Semi-supervised Object Detection with Adaptive Class-Rebalancing Self-Training AAAI 2022
Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022
Self-supervised Learning and Adaptation for Single Image Dehazing IJCAI 2022
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NIPS 2022
Filter Pruning via Feature Discrimination in Deep Neural Networks ECCV 2022
GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints ECCV 2022
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field IJCNLP 2021
Unsupervised Co-part Segmentation through Assembly ICML 2021
Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021
Polyphone Disambiguation in Mandarin Chinese with Semi-Supervised Learning INTERSPEECH 2021
Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021
Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021
Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021
Model-Based Reinforcement Learning via Imagination with Derived Memory NIPS 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ACL 2021
Focus-Constrained Attention Mechanism for CVAE-based Response Generation EMNLP 2020
Graph Geometry Interaction Learning NIPS 2020
A Novel Line Integral Transform for 2D Affine-Invariant Shape Retrieval ECCV 2020
GSSNN: Graph Smoothing Splines Neural Networks AAAI 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
Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING 2020
Porous Lattice Transformer Encoder for Chinese NER 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
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism COLING 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
Modeling Discourse Structure for Document-level Neural Machine Translation 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
Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020
MAT-Net: Medial Axis Transform Network for 3D Object Recognition 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
Beyond Word Attention: Using Segment Attention in Neural Relation Extraction IJCAI 2019
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019
Adaptive Convolution for Multi-Relational Learning NAACL 2019
Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach IJCAI 2019
Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019
Finding Justifications by Approximating Core for Large-scale Ontologies IJCAI 2019
Low Shot Box Correction for Weakly Supervised Object Detection IJCAI 2019
The Kelly Growth Optimal Portfolio with Ensemble Learning AAAI 2019
Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018
An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018
Where to Prune: Using LSTM to Guide End-to-end Pruning 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
Jointly Embedding Knowledge Graphs and Logical Rules EMNLP 2016
Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks COLING 2016
Knowledge Base Completion via Coupled Path Ranking ACL 2016
Multi-Granularity Chinese Word Embedding EMNLP 2016
Trans-dimensional Random Fields for Language Modeling IJCNLP 2015
Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability ICCV 2015
Trans-dimensional Random Fields for Language Modeling ACL 2015
Semantically Smooth Knowledge Graph Embedding ACL 2015
Knowledge Base Completion Using Embeddings and Rules IJCAI 2015
Context-Dependent Knowledge Graph Embedding EMNLP 2015
Semantically Smooth Knowledge Graph Embedding 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