conftrace_

Junfeng Fang

28 papers · 2023–2026 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+6 more ↓ 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (27)
🀝 Dynamic Duo (11) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (79) ❓ The Questioner ⚑ Prolific Year (20) πŸ’Ž Century Club (26)

Conferences

ACL (7) ICLR (7) ICML (6) EMNLP (3) NIPS (2) AAAI (1) ICCV (1) IJCAI (1)

Papers

Hierarchical Semantic Alignment for Image Clustering AAAI 2026 Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation ACL 2026 Neuron-Level Sequential Editing for Large Language Models ACL 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 Safety in Large Reasoning Models: A Survey EMNLP 2025 Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025 Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation EMNLP 2025 Dynamic Multimodal Prototype Learning in Vision-Language Models ICCV 2025 Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck ICLR 2025 Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025 On the Role of Attention Heads in Large Language Model Safety ICLR 2025 AnyEdit: Edit Any Knowledge Encoded in Language Models ICML 2025 Reinforced Lifelong Editing for Language Models ICML 2025 DAMA: Data- and Model-aware Alignment of Multi-modal LLMs ICML 2025 Multi-agent Architecture Search via Agentic Supernet ICML 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation ICLR 2025 DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector ICLR 2025 Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness ICLR 2025 AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models ICLR 2025 MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction IJCAI 2024 Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024 Towards Neuron Attributions in Multi-Modal Large Language Models NIPS 2024 Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective ICLR 2023 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis NIPS 2023