← Authors

Jipeng Zhang

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

Achievements

πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (90) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 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 (11) NAACL (4) AAAI (3) ICCV (2) ICLR (2) NIPS (2) AACL (1) CVPR (1) ECCV (1) ICML (1) IJCAI (1) IJCNLP (1) WACV (1)

Top co-authors

Renjie Pi (20) Tong Zhang (18) Rui Pan (15) SHIZHE DIAO (9) Zhenwen Liang (8) Xiangliang Zhang (8) Lei Wang (6) Ruiyuan Zhang (6) Xiaofang Zhou (5) Hanze Dong (5)

Keywords

math word problem (8) large language model (7) multimodal large language model (5) multimodal learning (5) question answering (4) benchmark evaluation (3) mathematical reasoning (3) attention mechanism (3) low-rank adaptation (2) model alignment (2) vision-language model (2) safety alignment (2) object detection (2) foundation model (2) text-to-image generation (2) visual reasoning (2) instruction tuning (2) transfer learning (2) code generation (2) representation learning (2)

Papers

MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image ICCV 2025
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
Personalized Visual Instruction Tuning ICLR 2025
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model 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
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
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation 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
Non-Autoregressive Sentence Ordering EMNLP 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
DetGPT: Detect What You Need via Reasoning EMNLP 2023
Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 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
Template-Based Math Word Problem Solvers with Recursive Neural Networks AAAI 2019
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ACL 2019