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Renjie Pi

40 papers · 2020–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (13) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (5)
πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (8) 🀝 Dynamic Duo (20) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (151) πŸ’Ž Century Club (38) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (13)

Conferences

ACL (8) EMNLP (8) ICLR (7) CVPR (5) ICML (4) NIPS (3) ICCV (2) ECCV (1) MICCAI (1) NAACL (1)

Papers

Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning ACL 2026 LongVideoAgent: Multi-Agent Reasoning with Long Videos ACL 2026 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 VideoDPO: Omni-Preference Alignment for Video Diffusion Generation CVPR 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects EMNLP 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration ICLR 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model ICLR 2025 Personalized Visual Instruction Tuning ICLR 2025 MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving ICML 2025 TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data NAACL 2025 Plum: Prompt Learning using Metaheuristics ACL 2024 Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction ICLR 2024 Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions NIPS 2024 HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis MICCAI 2024 The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization ECCV 2024 LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning NIPS 2024 PerceptionGPT: Effectively Fusing Visual Perception into LLM CVPR 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024 Efficient Denoising Diffusion via Probabilistic Masking ICML 2024 Mitigating the Alignment Tax of RLHF EMNLP 2024 TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024 MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP 2024 GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis ACL 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond ICLR 2023 Measure the Predictive Heterogeneity ICLR 2023 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning ICLR 2023 DetGPT: Detect What You Need via Reasoning EMNLP 2023 DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023 Probabilistic Bilevel Coreset Selection ICML 2022 Model Agnostic Sample Reweighting for Out-of-Distribution Learning ICML 2022 G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation ICCV 2021 Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021 Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS NIPS 2020