Di Niu
35 papers · 2019–2026 · 12 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 (77) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
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Grand Slam
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Triple Crown
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(8)
ποΈ
Keyword Collector
(174)
Venues
Top co-authors
Research topics
Deep Learning
(21)
Machine Learning
(21)
Artificial Intelligence
(20)
Core AI
(16)
Learning Types Β· Machine Learning
(13)
Application Areas
(9)
Natural Language Processing
(8)
Computer Vision
(7)
Learning Types Β· Deep Learning
(7)
Architectures
(6)
Core Methods
(6)
Models
(6)
Optimization & Theory Β· Machine Learning
(6)
Applications
(4)
Optimization & Theory Β· Deep Learning
(4)
Keywords
large language model
(5)
neural architecture search
(5)
prompt engineering
(4)
reinforcement learning
(4)
diffusion model
(4)
contrastive learning
(3)
transfer learning
(3)
multimodal sentiment analysis
(2)
inference efficiency
(2)
performance prediction
(2)
image editing
(2)
convolutional neural network
(2)
graph representation
(2)
video understanding
(2)
chain-of-thought reasoning
(2)
video restoration
(2)
code generation
(2)
model architecture
(2)
representation learning
(2)
neural network optimization
(2)
Papers
Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs
CVPR 2026
Grounding Degradations in Natural Language for All-In-One Video Restoration
WACV 2026
Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence
ACL 2026
RAISE: Requirement-Adaptive Evolutionary Refinement for Training-Free Text-to-Image Alignment
CVPR 2026
ReaGEN: Adaptive Generation of Structured Chains-of-Thought for Efficient Multimodal Reasoning
CVPR 2026
rSIM: Incentivizing Reasoning Capabilities of LLMs via Reinforced Strategy Injection
ACL 2026
FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models
AAAI 2025
PixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation
AAAI 2025
Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models
AAAI 2025
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution
COLING 2025
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models
ICLR 2024
Building Optimal Neural Architectures using Interpretable Knowledge
CVPR 2024
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
ICML 2024
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
ICLR 2024
Instruction Fusion: Advancing Prompt Evolution through Hybridization
ACL 2024
Learning Truncated Causal History Model for Video Restoration
NeurIPS 2024
PepRec: Progressive Enhancement of Prompting for Recommendation
EMNLP 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model
ACL 2024
AIO-P: Expanding Neural Performance Predictors beyond Image Classification
AAAI 2023
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution
NeurIPS 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis
ACL 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis
ACL 2023
Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition
ACL 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators
AAAI 2023
Reparameterization through Spatial Gradient Scaling
ICLR 2023
Search-Map-Search: A Frame Selection Paradigm for Action Recognition
CVPR 2023
LA3: Efficient Label-Aware AutoAugment
ECCV 2022
MatRank: Text Re-ranking by Latent Preference Matrix
EMNLP 2022
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning
ICLR 2022
Generative Adversarial Neural Architecture Search
IJCAI 2021
LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization
ACL 2021
Neural Architecture Search for Keyword Spotting
Interspeech 2020
Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models
AAAI 2020
Learning Diffusions without Timestamps
AAAI 2019
Matching Article Pairs with Graphical Decomposition and Convolutions
ACL 2019