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Fan LIU

19 papers · 2021–2026 · 9 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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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (51) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘₯ Mega-Team Β· Squad 🧬 Topic Evolution 🌈 Renaissance Researcher (7) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (101)

Venues

ACL (5) AAAI (3) NeurIPS (3) CVPR (2) EMNLP (2) IJCAI (1) Interspeech (1) MICCAI (1) NSDI (1)

Top co-authors

Chuanyi Zhang (5) Liang Yao (3) Delong Chen (3) Hao Liu (3) Sheng Bi (2) Yongqi Li (2) Qiancheng Xu (2) Jiaqi Li (2) Wenjie Li (2) Shengxiang Xu (2)

Research topics

Artificial Intelligence (14) Core AI (12) Machine Learning (10) Deep Learning (9) Learning Types Β· Deep Learning (7) Natural Language Processing (5) Learning Types Β· Machine Learning (5) Application Areas (3) Generation (3) Learning Paradigms (3) Computer Science (2) Computer Vision (2) Models (2) Resources & Methods (2) Data Science & Analytics (1)

Keywords

large language model (4) multimodal large language model (3) retrieval-augmented generation (3) reinforcement learning (2) few-shot classification (2) knowledge distillation (2) machine unlearning (2) ensemble learning (1) transfer learning (1) adversarial learning (1) chain-of-thought reasoning (1) information retrieval (1) multimodal learning (1) vision-language alignment (1) question answering (1) speech recognition (1) performance optimization (1) model safety (1) gaussian splatting (1) adversarial training (1)

Papers

AirNavigation: Let UAV Navigation Tell Its Own Story AAAI 2026 Distilling Unsigned Distance Function for Surface Reconstruction from 3D Gaussian Splatting CVPR 2026 Progressive Guessing to Fixed Point: Rethinking Human Motion Prediction with Deep Equilibrium Models CVPR 2026 RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026 SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning ACL 2026 Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding ACL 2026 TInR: Exploring Tool-Internalized Reasoning in Large Language Models ACL 2026 Augment Mandarin to Cantonese Speech Databases via Retrieval-Augmented Generation and Speech Synthesis Interspeech 2025 Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025 CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ACL 2025 Making Large Vision Language Models to Be Good Few-Shot Learners AAAI 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion MICCAI 2025 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NeurIPS 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 Few-shot Classification via Ensemble Learning with Multi-Order Statistics IJCAI 2023 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022 When Cloud Storage Meets RDMA NSDI 2021