Bin Xu
30 papers · 2013–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (64) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(16)
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Trend Setter
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Keyword Collector
(147)
Venues
Top co-authors
Research topics
Artificial Intelligence
(18)
Core AI
(17)
Machine Learning
(15)
Natural Language Processing
(10)
Deep Learning
(9)
Learning Types Β· Machine Learning
(8)
Application Areas
(6)
Applications
(6)
Learning Types Β· Deep Learning
(6)
Computer Vision
(5)
Core Methods
(4)
Optimization & Theory
(4)
Resources & Methods
(3)
Computer Science
(2)
Analysis
(2)
Keywords
large language model
(5)
multimodal learning
(3)
named entity recognition
(2)
instruction following
(2)
reinforcement learning
(2)
domain generalization
(2)
event detection
(2)
knowledge distillation
(2)
reward modeling
(2)
benchmark dataset
(2)
depth estimation
(2)
preference learning
(1)
text mining
(1)
direct preference optimization
(1)
visual question answering
(1)
few-shot learning
(1)
natural language processing
(1)
event understanding
(1)
computational photography
(1)
temporal reasoning
(1)
Papers
EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios
ACL 2026
From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
ACL 2026
SDCs in the Wild: Characterizing and Diagnosing SDC-Defective GPUs in Production LLM Training (Operational Systems)
OSDI 2026
SimPBL: A Multi-Agent Framework for Project-Based Learning
ACL 2026
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
ACL 2025
CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning
IJCAI 2025
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
ICLR 2025
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
ICLR 2025
LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization
EMNLP 2025
LVBench: An Extreme Long Video Understanding Benchmark
ICCV 2025
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
IJCAI 2025
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
EMNLP 2025
ADELIE: Aligning Large Language Models on Information Extraction
EMNLP 2024
CogVLM: Visual Expert for Pretrained Language Models
NeurIPS 2024
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction
EMNLP 2024
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey
ACL 2024
LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation
EMNLP 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
EMNLP 2024
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
NeurIPS 2023
SRNIC: A Scalable Architecture for RDMA NICs
NSDI 2023
Towards General Low-Light Raw Noise Synthesis and Modeling
ICCV 2023
ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation
ICCV 2023
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction
NAACL 2022
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction
EMNLP 2022
Bilateral Grid Learning for Stereo Matching Networks
CVPR 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition
ACL 2021
Image Enhanced Event Detection in News Articles
AAAI 2020
Improving Event Detection via Open-domain Trigger Knowledge
ACL 2020
Multi-Level Fusion Based 3D Object Detection From Monocular Images
CVPR 2018
Harmonious Hashing
IJCAI 2013