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Liang Zhao

80 papers · 2016–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (3) πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🌍 Conference Polyglot (17) πŸƒ Academic Marathon (9) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌱 Topic Pioneer πŸ”¬ Deep Specialist (12) πŸ† Grand Slam πŸ† Keyword Champion (3) πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (341) ⚑ Prolific Year (9) πŸš€ Conference Pioneer πŸ’Ž Century Club (76) πŸ”₯ Unstoppable (10) πŸ“ˆ Trend Setter ❓ The Questioner

Conferences

IJCAI (15) AAAI (13) NIPS (8) EMNLP (7) ICLR (6) ICML (5) ACL (5) ECCV (3) CVPR (3) COLING (3) NAACL (3) IJCNLP (2) INTERSPEECH (2) RSS (2) ICCV (1) AISTATS (1) SEMEVAL (1)

Top co-authors

Chen Ling (9) Guangji Bai (6) Zheng Zhang (6) Zheng Ge (6) Xiangyu Zhang (6) Haoran Wei (6) Bo Pan (6) Xuchao Zhang (6) Xiaocheng Feng (5) Chang-Tien Lu (5)

Keywords

graph neural network (11) large language model (8) representation learning (8) model compression (5) neural network (4) reinforcement learning (4) attention mechanism (3) knowledge distillation (3) domain adaptation (3) hallucination mitigation (3) multi-view clustering (3) graph topology (3) disentangled representation (3) machine translation (2) in-context learning (2) graph representation learning (2) sentiment classification (2) unsupervised learning (2) text classification (2) policy gradient (2)

Papers

CasMoE: A Cascaded Framework for Efficient MoE Inference on Resource-constrained Devices AAAI 2026
Sample Weighted Incomplete Multimodal Clustering Based on Graph Coarsening Label Extraction AAAI 2026
KNNDA: A New Perspective of Alignment Recovery for Partially View-Aligned Clustering AAAI 2026
RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization AAAI 2026
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation CVPR 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
FedSpaLLM: Federated Pruning of Large Language Models NAACL 2025
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025
Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information IJCAI 2025
Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search IJCAI 2025
CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting IJCAI 2025
Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025
Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion AAAI 2025
GraphNarrator: Generating Textual Explanations for Graph Neural Networks ACL 2025
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
Perception in Reflection ICML 2025
Unhackable Temporal Reward for Scalable Video MLLMs ICLR 2025
PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning IJCAI 2024
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch NIPS 2024
SparseLLM: Towards Global Pruning of Pre-trained Language Models NIPS 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NIPS 2024
Continuous Temporal Domain Generalization NIPS 2024
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024
ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024
MIM-Reasoner: Learning with Theoretical Guarantees for Multiplex Influence Maximization AISTATS 2024
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models ECCV 2024
Merlin: Empowering Multimodal LLMs with Foresight Minds ECCV 2024
Advancing Large Language Model Attribution through Self-Improving EMNLP 2024
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024
DreamLLM: Synergistic Multimodal Comprehension and Creation ICLR 2024
Visual Attention Prompted Prediction and Learning IJCAI 2024
Uncertainty Quantification for In-Context Learning of Large Language Models NAACL 2024
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks ICLR 2023
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NIPS 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023
Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023
Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023
MAGI: Multi-Annotated Explanation-Guided Learning ICCV 2023
Multi-objective Deep Data Generation with Correlated Property Control NIPS 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
Adaptive Kernel Graph Neural Network AAAI 2022
From β€œDynamics on Graphs” to β€œDynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022
Deep Generative Model for Periodic Graphs NIPS 2022
Occupancy-SLAM: Simultaneously Optimizing Robot Poses and Continuous Occupancy Map RSS 2022
Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection CVPR 2022
OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction COLING 2022
Background-Insensitive Scene Text Recognition with Text Semantic Segmentation ECCV 2022
Speech Enhancement with Topology-Enhanced Generative Adversarial Networks (GANs) INTERSPEECH 2021
Property Controllable Variational Autoencoder via Invertible Mutual Dependence ICLR 2021
KNAS: Green Neural Architecture Search ICML 2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021
Representation Learning on Spatial Networks NIPS 2021
Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021
Feature-Based SLAM: Why Simultaneous Localisation and Mapping? RSS 2021
Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data AAAI 2020
Compositional Language Continual Learning ICLR 2020
XLP at SemEval-2020 Task 9: Cross-lingual Models with Focal Loss for Sentiment Analysis of Code-Mixing Language SEMEVAL 2020
XLP at SemEval-2020 Task 9: Cross-lingual Models with Focal Loss for Sentiment Analysis of Code-Mixing Language COLING 2020
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019
Compositional Generalization for Primitive Substitutions IJCNLP 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification IJCNLP 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019
Linear Time Complexity Time Series Clustering with Symbolic Pattern Forest IJCAI 2019
Interpreting and Evaluating Neural Network Robustness IJCAI 2019
Compositional Generalization for Primitive Substitutions EMNLP 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification EMNLP 2019
Learning to Explore via Meta-Policy Gradient ICML 2018
Occlusion Aware Unsupervised Learning of Optical Flow CVPR 2018
Social Media based Simulation Models for Understanding Disease Dynamics IJCAI 2018
Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017
Robust Regression via Heuristic Hard Thresholding IJCAI 2017
Personalized Natural Language Understanding INTERSPEECH 2016