Zhenwen Liang
24 papers · 2021–2026 · 10 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
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (50) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(18)
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🗃️
Keyword Collector
(103)
Venues
Top co-authors
Research topics
Artificial Intelligence
(21)
Core AI · Artificial Intelligence
(20)
Machine Learning
(13)
Deep Learning
(11)
Natural Language Processing
(11)
Learning Types · Machine Learning
(8)
Learning Types · Deep Learning
(8)
Applications
(7)
Core Methods
(7)
Computer Vision
(3)
Generation
(3)
Core AI · Computer Vision
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
math word problem
(6)
large language model
(5)
multimodal learning
(4)
mathematical reasoning
(3)
question answering
(3)
reinforcement learning
(2)
problem solving
(2)
solution discriminator
(2)
multimodal large language model
(2)
language model
(2)
benchmark evaluation
(2)
seq2seq model
(2)
multimodal reasoning
(2)
few-shot learning
(2)
knowledge distillation
(2)
zero-shot learning
(2)
in-context learning
(2)
video understanding
(2)
representation learning
(2)
attention mechanism
(1)
Papers
A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning
ACL 2026
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
ACL 2026
Stable and Efficient Single-Rollout RL for Multimodal Reasoning
CVPR 2026
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
ACL 2026
Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
ACL 2026
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
EMNLP 2025
Learning Molecular Representation in a Cell
ICLR 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
CVPR 2025
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
NeurIPS 2024
Defending Jailbreak Prompts via In-Context Adversarial Game
EMNLP 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
EMNLP 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning
COLING 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering
EMNLP 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
ACL 2024
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
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
EMNLP 2023
UniMath: A Foundational and Multimodal Mathematical Reasoner
EMNLP 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
NeurIPS 2023
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
Data-Efficient Language Shaped Few-shot Image Classification
EMNLP 2021
Solving Math Word Problems with Teacher Supervision
IJCAI 2021