Bingbing Xu
11 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (31) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
(61)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Deep Learning
(6)
Core AI
(5)
Learning Types · Machine Learning
(5)
Architectures
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
chain-of-thought reasoning
(2)
supervised fine-tuning
(2)
graph neural network
(2)
self-attention mechanism
(1)
anomaly detection
(1)
decision making
(1)
domain adaptation
(1)
node classification
(1)
test-time adaptation
(1)
language model alignment
(1)
covariate shift
(1)
semi-supervised classification
(1)
diffusion model
(1)
partial differential equation
(1)
weak-to-strong learning
(1)
reward model
(1)
model calibration
(1)
energy-based model
(1)
domain generalization
(1)
semi-supervised learning
(1)
Papers
Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents
ACL 2026
HAG: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation
ACL 2026
Incentivizing Strong Reasoning from Weak Supervision
EACL 2026
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
ACL 2026
From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
ACL 2025
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
ACL 2025
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
AAAI 2024
TEA: Test-time Energy Adaptation
CVPR 2024
Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field
AAAI 2021
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
IJCAI 2019
Graph Wavelet Neural Network
ICLR 2019