Tongliang Liu
~Tongliang_Liu1
86
论文总数
43.0
年均投稿
平均评分
接收情况54/86
会议分布
ICLR
57
NeurIPS
21
ICML
8
发表论文 (86 篇)
202541 篇
4
Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations
ICLR 2025Poster
4
On the Language of Thoughts in Large Language Models
ICLR 2025Rejected
4
Exploring the Discriminative Capability of LLMs in In-context Learning
ICLR 2025Rejected
4
Epistemic Uncertainty for Generated Image Detection
NeurIPS 2025Poster
4
Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates
ICLR 2025Poster
5
Revisiting the expressiveness of CNNs: a mathematical framework for feature extraction
ICLR 2025withdrawn
4
Diversifying Spurious Subgraphs for Graph Out-of-Distribution Generalization
ICLR 2025Rejected
4
Detecting Discrepancies Between Generated and Natural Images Using Uncertainty
ICLR 2025Rejected
4
Pruning Spurious Subgraphs for Graph Out-of-Distribtuion Generalization
ICML 2025Rejected
4
Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
NeurIPS 2025Poster
4
Generative Model Inversion Through the Lens of the Manifold Hypothesis
NeurIPS 2025Poster
4
Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
NeurIPS 2025Poster
5
Understanding Mistakes in Transformers through Token-level Semantic Dependencies
ICLR 2025Rejected
4
A Lens into Interpretable Transformer Mistakes via Semantic Dependency
ICML 2025Poster
3
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
ICML 2025Poster
3
Noisy Test-Time Adaptation in Vision-Language Models
ICLR 2025Poster
4
Understanding and Enhancing the Transferability of Jailbreaking Attacks
ICLR 2025Poster
4
Learning Graph Invariance by Harnessing Spuriosity
ICLR 2025Poster
5
Single-Step Diffusion Model-Based Generative Model Inversion Attacks
ICLR 2025Rejected
4
Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models
ICML 2025Poster
4
A Sample Efficient Conditional Independence Test in the Presence of Discretization
ICML 2025Poster
4
Nested Gloss Makes Large Language Models Lost
ICLR 2025withdrawn
4
Safeguarding System Prompts: A Surrogate-Based Defense Against Injection Attacks
ICLR 2025withdrawn
3
Instance-dependent Early Stopping
ICLR 2025Spotlight
4
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
ICLR 2025Poster
4
Revealing Multimodal Causality with Large Language Models
NeurIPS 2025Poster
4
Cognitive Mirrors: Exploring the Diverse Functional Roles of Attention Heads in LLM Reasoning
NeurIPS 2025Poster
5
Towards Out-of-Modal Generalization without Instance-level Modal Correspondence
ICLR 2025Poster
5
Can Large Language Models Help Experimental Design for Causal Discovery?
ICLR 2025Rejected
4
From Debate to Equilibrium: Belief‑Driven Multi‑Agent LLM Reasoning via Bayesian Nash Equilibrium
ICML 2025Poster
4
Can Dependencies Induced by LLM-Agent Workflows Be Trusted?
NeurIPS 2025Poster
3
A Robust Method to Discover Causal or Anticausal Relation
ICLR 2025Poster
3
When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need
ICML 2025Poster
4
Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation
NeurIPS 2025Poster
4
AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
NeurIPS 2025Poster
4
Ranked from Within: Ranking Large Multimodal Models Without Labels
ICML 2025Poster
4
Flow: Modularized Agentic Workflow Automation
ICLR 2025Poster
4
Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models
ICLR 2025Poster
4
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
NeurIPS 2025Poster
4
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between Labels
NeurIPS 2025Poster
5
DEEM: Diffusion models serve as the eyes of large language models for image perception
ICLR 2025Spotlight
202445 篇
4
Early Stopping Against Label Noise Without Validation Data
ICLR 2024Poster
4
Discovery of the Hidden World with Large Language Models
NeurIPS 2024Poster
4
Learning the Latent Noisy Data Generative Process for Label-Noise Learning
ICLR 2024Rejected
4
Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions
ICLR 2024Poster
4
Cross-domain Few-shot Classification via Maximization Optimized Kernel Dependence
ICLR 2024Rejected
4
Learning the Latent Causal Structure for Modeling Label Noise
NeurIPS 2024Poster
4
Pseudo-Private Data Guided Model Inversion Attacks
NeurIPS 2024Poster
4
What If the Input is Expanded in OOD Detection?
NeurIPS 2024Poster
4
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
NeurIPS 2024Poster
3
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
NeurIPS 2024Poster
4
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
NeurIPS 2024Poster
3
Advancing Counterfactual Inference through Quantile Regression
ICLR 2024Rejected
4
Sparse Labels Node Classification: Unsupervised Learning for Mentoring Supervised Learning in Sparse Label Settings
ICLR 2024Rejected
5
Power Characterization of Noisy Quantum Kernels
ICLR 2024Rejected
3
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
ICLR 2024Spotlight
4
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting
ICLR 2024Poster
4
Fairness Improves Learning from Noisily Labeled Long-Tailed Data
ICLR 2024Rejected
4
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
ICLR 2024Poster
4
Out-of-Distribution Detection with Negative Prompts
ICLR 2024Poster
5
Optimal Kernel Choice for Score Function-based Causal Discovery
ICLR 2024Rejected
4
DOG: Diffusion-based Outlier Generation for Out-of-Distribution Detection
ICLR 2024Rejected
4
Few-Shot Adversarial Prompt Learning on Vision-Language Models
NeurIPS 2024Poster
4
AVOID: Alleviating VAE's Overestimation in Unsupervised OOD Detection
ICLR 2024Rejected
4
Robust Training of Federated Models with Extremely Label Deficiency
ICLR 2024Poster
4
Pixel Reweighted Adversarial Training
ICLR 2024Rejected
4
Feature Map Matters in Out-of-distribution Detection
ICLR 2024Rejected
5
Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation
ICLR 2024Poster
5
On the Onset of Robust Overfitting in Adversarial Training
ICLR 2024Rejected
4
FedImpro: Measuring and Improving Client Update in Federated Learning
ICLR 2024Poster
4
Neural Auto-designer for Enhanced Quantum Kernels
ICLR 2024Poster
4
DOS: Dreaming Outlier Semantics for Out-of-distribution Detection
ICLR 2024Rejected
3
RoCA: A Robust Method to Discover Causal or Anticausal Relation by Noise Injection
ICLR 2024Rejected
4
Negative Label Guided OOD Detection with Pretrained Vision-Language Models
ICLR 2024Spotlight
3
Cross-domain Few-shot Classification via Invariant-content Feature Reconstruction
ICLR 2024Rejected
5
Federated Causal Discovery from Heterogeneous Data
ICLR 2024Poster
3
Multi-label Cluster Discrimination for Visual Representation Learning
ICLR 2024Rejected
4
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
NeurIPS 2024Poster
4
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
NeurIPS 2024Poster
4
Mitigating Label Noise on Graphs via Topological Curriculum Learning
ICLR 2024Rejected
5
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
ICLR 2024Poster
4
Gradient Constrained Sharpness-aware Prompt Learning for Vision-Language Models
ICLR 2024withdrawn
4
AlignCLIP: Enhancing Stable Representations in Vision-Language Pretraining Models through Attention and Prediction Alignment
ICLR 2024Rejected
4
Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels
ICLR 2024Rejected
4
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training
ICLR 2024withdrawn
3
Improving Non-Transferable Representation Learning by Harnessing Content and Style
ICLR 2024Spotlight