← Authors

Bo Xu

144 papers · 2002–2026 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (23) πŸ—ΊοΈ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🌍 Conference Polyglot (17) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (20) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (24) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Grand Slam πŸ”¬ Deep Specialist (24) πŸ† Keyword Champion (2) πŸ’Ž Century Club (139) πŸš€ Conference Pioneer ⚑ Prolific Year (6) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (66) πŸ”₯ Unstoppable (14)

Conferences

AAAI (20) COLING (19) INTERSPEECH (19) ACL (17) EMNLP (16) IJCAI (11) NAACL (7) NIPS (6) IJCNLP (5) WACV (4) SEMEVAL (4) ICLR (4) ECCV (3) CVPR (3) ICML (2) ICCV (2) CONLL (2)

Top co-authors

Hongfei Lin (25) Linlin Zong (16) Shuang Xu (16) Jiaming Xu (16) Man Yao (10) Guoqi Li (10) Feng Wang (9) Liang Yang (9) Wei Chen (9) Jing Shi (8)

Keywords

large language model (11) spiking neural network (10) multimodal learning (9) attention mechanism (8) text classification (7) recurrent neural network (7) speech recognition (7) neural machine translation (6) knowledge distillation (6) reinforcement learning (5) contrastive learning (5) speech separation (5) named entity recognition (4) end-to-end learning (4) adversarial training (4) multi-task learning (4) sentiment analysis (4) multi-label classification (4) energy efficiency (4) transfer learning (3)

Papers

TinyChemVL: Advancing Chemical Vision-Language Models via Efficient Visual Token Reduction and Complex Reaction Tasks AAAI 2026
Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition AAAI 2026
KNNDA: A New Perspective of Alignment Recovery for Partially View-Aligned Clustering AAAI 2026
MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios AAAI 2026
MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding AAAI 2026
Episodic Novelty Through Temporal Distance ICLR 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025
Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation COLING 2025
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset ICLR 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025
Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL EMNLP 2025
Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information IJCAI 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning IJCAI 2025
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation AAAI 2025
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion AAAI 2025
GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025
Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025
Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search IJCAI 2025
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025
Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SEMEVAL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SEMEVAL 2025
Learnable Infinite Taylor Gaussian for Dynamic View Rendering CVPR 2025
Conditional Semantic Textual Similarity via Conditional Contrastive Learning COLING 2025
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025
MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling ACL 2025
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries ICML 2025
Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025
Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcalO(L)$ Training Memory and $\mathcalO(1)$ Inference Cost ICML 2024
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024
Privileged Prior Information Distillation for Image Matting AAAI 2024
Video-Context Aligned Transformer for Video Question Answering AAAI 2024
SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation WACV 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024
DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in Memes SEMEVAL 2024
DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in Memes NAACL 2024
Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation COLING 2024
Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling COLING 2024
MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media COLING 2024
RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024
Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024
Towards Comprehensive Detection of Chinese Harmful Memes NIPS 2024
Integer-Valued Training and Spike-driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection ECCV 2024
URS-NeRF: Unordered Rolling Shutter Bundle Adjustment for Neural Radiance Fields ECCV 2024
GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation ECCV 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks EMNLP 2024
Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech EMNLP 2024
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips ICLR 2024
A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization CVPR 2023
Inherent Redundancy in Spiking Neural Networks ICCV 2023
Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers INTERSPEECH 2023
P-vectors: A Parallel-coupled TDNN/Transformer Network for Speaker Verification INTERSPEECH 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation INTERSPEECH 2023
Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay ICLR 2023
Spike-driven Transformer NIPS 2023
Video Object Matting via Hierarchical Space-Time Semantic Guidance WACV 2023
PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs NIPS 2023
Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks ACL 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023
Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction ACL 2023
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection NAACL 2022
Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning AAAI 2022
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection SEMEVAL 2022
RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips COLING 2022
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire INTERSPEECH 2022
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation WACV 2022
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022
MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation INTERSPEECH 2021
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation AAAI 2021
Locality Preserving Sentence Encoding EMNLP 2021
Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction ICCV 2021
Consecutive Decoding for Speech-to-text Translation AAAI 2021
Exploring wav2vec 2.0 on Speaker Verification and Language Identification INTERSPEECH 2021
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020
DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020
Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer COLING 2020
Discriminative Multi-Modality Speech Recognition CVPR 2020
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals NIPS 2020
LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition IJCAI 2020
A Unified Framework for Low-Latency Speaker Extraction in Cocktail Party Environments INTERSPEECH 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction INTERSPEECH 2020
Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-modality Speech Recognition WACV 2020
Adapting Translation Models for Transcript Disfluency Detection AAAI 2019
Ectc-Docd: An End-to-End Structure with CTC Encoder and OCD Decoder for Speech Recognition INTERSPEECH 2019
Boosting Character-Based Chinese Speech Synthesis via Multi-Task Learning and Dictionary Tutoring INTERSPEECH 2019
Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation INTERSPEECH 2019
A Working Memory Model for Task-oriented Dialog Response Generation ACL 2019
The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding NAACL 2019
Cascaded Mutual Modulation for Visual Reasoning EMNLP 2018
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese INTERSPEECH 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin INTERSPEECH 2018
Single-channel Speech Dereverberation via Generative Adversarial Training INTERSPEECH 2018
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation IJCAI 2018
Semi-Supervised Disfluency Detection COLING 2018
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018
Unsupervised Neural Machine Translation with Weight Sharing ACL 2018
Brain-inspired Balanced Tuning for Spiking Neural Networks IJCAI 2018
WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition EMNLP 2018
Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions ACL 2018
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme ACL 2017
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation IJCNLP 2017
Towards Compact and Fast Neural Machine Translation Using a Combined Method EMNLP 2017
Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition INTERSPEECH 2017
Learning Defining Features for Categories IJCAI 2016
First Step Towards End-to-End Parametric TTS Synthesis: Generating Spectral Parameters with Neural Attention INTERSPEECH 2016
End-to-End Language Identification Using Attention-Based Recurrent Neural Networks INTERSPEECH 2016
Gating Recurrent Enhanced Memory Neural Networks on Language Identification INTERSPEECH 2016
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2016
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling COLING 2016
A Character-Aware Encoder for Neural Machine Translation COLING 2016
Hierarchical Memory Networks for Answer Selection on Unknown Words COLING 2016
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification ACL 2016
Semantic Clustering and Convolutional Neural Network for Short Text Categorization IJCNLP 2015
Convolutional Neural Networks for Text Hashing IJCAI 2015
Semi-supervised Chinese Word Segmentation based on Bilingual Information EMNLP 2015
Dialogue Management based on Sentence Clustering IJCNLP 2015
Dialogue Management based on Sentence Clustering ACL 2015
Semantic Clustering and Convolutional Neural Network for Short Text Categorization ACL 2015
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation ACL 2014
Phrase-based Parallel Fragments Extraction from Comparable Corpora IJCNLP 2013
Joint and Coupled Bilingual Topic Model Based Sentence Representations for Language Model Adaptation IJCAI 2013
Translation Model Based Cross-Lingual Language Model Adaptation: from Word Models to Phrase Models CONLL 2012
Automated Essay Scoring Based on Finite State Transducer: towards ASR Transcription of Oral English Speech ACL 2012
Translation Model Based Cross-Lingual Language Model Adaptation: from Word Models to Phrase Models EMNLP 2012
Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing EMNLP 2007
Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing CONLL 2007
Product Named Entity Recognition Based on Hierarchical Hidden Markov Model IJCNLP 2005
Chinese Named Entity Recognition with Multiple Features EMNLP 2005
Chinese Syntactic Parsing Based on Extended GLR Parsing Algorithm with PCFG* COLING 2002