← Authors

Xin Xu

47 papers · 2020–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (84) πŸ† Grand Slam 🧬 Topic Evolution ❓ The Questioner (3) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (203) πŸ’Ž Century Club (40) πŸ”₯ Unstoppable (6)

Conferences

AAAI (12) ACL (6) EMNLP (4) ICLR (4) INTERSPEECH (4) ICML (3) IJCAI (3) CVPR (2) ICCV (2) NIPS (2) EACL (1) ECCV (1) JMLR (1) NAACL (1) SEMEVAL (1)

Top co-authors

Ningyu Zhang (7) Hui Bu (6) Kui Jiang (5) Zheng Wang (4) Wei Liu (4) Can Yang (4) Wei Wang (3) Jun Du (3) Julian McAuley (3) Yang Wang (3)

Keywords

large language model (9) question answering (4) domain adaptation (3) domain generalization (3) speech corpus (3) person re-identification (3) relation extraction (3) language model (3) chain-of-thought prompting (2) representation learning (2) named entity recognition (2) automatic speech recognition (2) benchmark evaluation (2) tabular datum (2) code completion (2) federated learning (2) mathematical reasoning (2) attention mechanism (2) information extraction (2) speech enhancement (2)

Papers

FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification AAAI 2026
MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution AAAI 2026
Robust Pedestrian Detection with Uncertain Modality AAAI 2026
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation EACL 2026
ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement AAAI 2026
WenetSpeech-Yue: A Large-Scale Cantonese Speech Corpus with Multi-dimensional Annotation AAAI 2026
Domain-Aware Suppression and Aggregation for Federated DG ReID AAAI 2026
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025
The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025
TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification AAAI 2025
S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ACL 2025
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ACL 2025
CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections ACL 2025
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025
Skill Expansion and Composition in Parameter Space ICLR 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception ICLR 2025
UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models ICLR 2025
Can LLMs Solve Longer Math Word Problems Better? ICLR 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025
Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025
Multiple Instance Verification JMLR 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025
CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections SEMEVAL 2025
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization NIPS 2024
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL 2024
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning ICML 2024
TaskLAMA: Probing the Complex Task Understanding of Language Models AAAI 2024
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design INTERSPEECH 2024
AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection INTERSPEECH 2024
FMRNet: Image Deraining via Frequency Mutual Revision AAAI 2024
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement IJCAI 2023
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NIPS 2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? ACL 2023
MasQCLIP for Open-Vocabulary Universal Image Segmentation ICCV 2023
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters ICCV 2023
Schema-adaptable Knowledge Graph Construction EMNLP 2023
Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023
HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022
Meta-GF: Training Dynamic-Depth Neural Networks Harmoniously ECCV 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022
StablePose: Learning 6D Object Poses From Geometrically Stable Patches CVPR 2021
AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario INTERSPEECH 2021
AISHELL-3: A Multi-Speaker Mandarin TTS Corpus INTERSPEECH 2021
Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract) AAAI 2020