Xiaofeng Zhang
30 papers · 2021–2026 · 10 conferences · across top CS/AI conferences
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Century Club
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Keyword Collector
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Conferences
AAAI (8)
EMNLP (8)
ACL (4)
IJCAI (3)
ICLR (2)
ICML (1)
MICCAI (1)
NAACL (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
multimodal learning
(4)
multimodal large language model
(3)
large language model
(3)
prompt engineering
(2)
graph neural network
(2)
chain-of-thought reasoning
(2)
chain-of-thought prompting
(2)
hallucination mitigation
(2)
pre-trained language model
(2)
large vision-language model
(2)
attention pattern
(2)
diffusion model
(2)
positional encoding
(2)
text generation
(2)
information flow
(2)
knowledge distillation
(1)
attention mechanism
(1)
self-attention mechanism
(1)
mathematical reasoning
(1)
visual question answering
(1)
Papers
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure
AAAI 2026
ART: Attention Replacement Technique to Improve Factuality in LLMs
ACL 2026
Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention
ACL 2026
Reasoning Fails Where Step Flow Breaks
ACL 2026
Diffusion-CAM: Faithful Visual Explanations for dMLLMs
ACL 2026
SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems
AAAI 2026
D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs
AAAI 2026
Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies
AAAI 2026
EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation
ICML 2025
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation
AAAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation
AAAI 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
EMNLP 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs
EMNLP 2025
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
EMNLP 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
ICLR 2025
LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction
IJCAI 2025
Longitudinal MRI-Clinical Multimodal Fusion for pCR Prediction in Breast Cancer
MICCAI 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 2025
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer
WACV 2025
Instance-adaptive Zero-shot Chain-of-Thought Prompting
NIPS 2024
Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling
IJCAI 2024
Transformer-Patcher: One Mistake Worth One Neuron
ICLR 2023
How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey
EMNLP 2023
Beyond Pure Text: Summarizing Financial Reports Based on Both Textual and Tabular Data
IJCAI 2023
Prompt-Based Meta-Learning For Few-shot Text Classification
EMNLP 2022
Mixture of Attention Heads: Selecting Attention Heads Per Token
EMNLP 2022
Building the Directed Semantic Graph for Coherent Long Text Generation
EMNLP 2021
Demodalizing Face Recognition with Synthetic Samples
AAAI 2021
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation
AAAI 2021