Suhang Wang

A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains ACL 2026 Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation EACL 2026 Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models EACL 2026 Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026 SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis AAAI 2026 ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers EACL 2026 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 Catastrophic Failure of LLM Unlearning via Quantization ICLR 2025 Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025 Exploring Language Model Generalization in Low-Resource Extractive QA COLING 2025 GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025 Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025 Robustness Inspired Graph Backdoor Defense ICLR 2025 Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ACL 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025 Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector ECCV 2024 Efficient Contrastive Learning for Fast and Accurate Inference on Graphs ICML 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024 Language Models as Semantic Indexers ICML 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond ICLR 2024 Universal Prompt Optimizer for Safe Text-to-Image Generation NAACL 2024 Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NeurIPS 2023 Certifiably Robust Graph Contrastive Learning NeurIPS 2023 Simple and Asymmetric Graph Contrastive Learning without Augmentations NeurIPS 2023 Decoupled Self-supervised Learning for Graphs NeurIPS 2022 Towards Off-Policy Learning for Ranking Policies with Logged Feedback AAAI 2022 Neural Utility Functions AAAI 2021 Graph Few-Shot Learning via Knowledge Transfer AAAI 2020 Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values AAAI 2020 MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019 Unsupervised Fake News Detection on Social Media: A Generative Approach AAAI 2019 PPP: Joint Pointwise and Pairwise Image Label Prediction CVPR 2016 Exploring Implicit Hierarchical Structures for Recommender Systems IJCAI 2015 Unsupervised Sentiment Analysis for Social Media Images IJCAI 2015