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Jipeng Zhang

47 papers · 2019–2026 · 14 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (14) 🀝 Dynamic Duo (20) πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (208) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (45) ⚑ Prolific Year (14)

Conferences

EMNLP (15) ACL (12) NAACL (4) AAAI (3) ICCV (2) ICLR (2) NIPS (2) AACL (1) CVPR (1) ECCV (1) ICML (1) IJCAI (1) IJCNLP (1) WACV (1)

Papers

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026 LongVideoAgent: Multi-Agent Reasoning with Long Videos ACL 2026 ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects EMNLP 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 DIDS: Domain Impact-aware Data Sampling for Large Language Model Training EMNLP 2025 MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving ICML 2025 Personalized Visual Instruction Tuning ICLR 2025 LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning ACL 2025 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention ACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 Benchmarking Multi-National Value Alignment for Large Language Models ACL 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model ICLR 2025 TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data NAACL 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image ICCV 2025 LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning NIPS 2024 Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions NIPS 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 Plum: Prompt Learning using Metaheuristics ACL 2024 PerceptionGPT: Effectively Fusing Visual Perception into LLM CVPR 2024 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization ECCV 2024 Mitigating the Alignment Tax of RLHF EMNLP 2024 TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024 FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024 MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP 2024 The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024 TensorOpera Router: A Multi-Model Router for Efficient LLM Inference EMNLP 2024 LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models NAACL 2024 PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023 UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023 Compositional Mathematical Encoding for Math Word Problems ACL 2023 Don’t be Blind to Questions: Question-Oriented Math Word Problem Solving IJCNLP 2023 Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023 Don’t be Blind to Questions: Question-Oriented Math Word Problem Solving AACL 2023 Non-Autoregressive Sentence Ordering EMNLP 2023 DetGPT: Detect What You Need via Reasoning EMNLP 2023 Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022 Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022 MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022 Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem IJCAI 2020 Graph-to-Tree Learning for Solving Math Word Problems ACL 2020 Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ACL 2019 Template-Based Math Word Problem Solvers with Recursive Neural Networks AAAI 2019