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Zhenwen Liang

24 papers · 2021–2026 · 11 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (42) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (11) 🧭 Keyword Pioneer
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (17) ❓ The Questioner (2) ⚑ Prolific Year (7) πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (78)

Conferences

EMNLP (8) ACL (6) NIPS (2) AAAI (1) AACL (1) COLING (1) CVPR (1) ICLR (1) IJCAI (1) IJCNLP (1) NAACL (1)

Papers

A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data ACL 2026 EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving 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 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation NIPS 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024 Defending Jailbreak Prompts via In-Context Adversarial Game EMNLP 2024 SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024 What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023 Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023 UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023 Don’t be Blind to Questions: Question-Oriented Math Word Problem Solving IJCNLP 2023 Compositional Mathematical Encoding for Math Word Problems ACL 2023 Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation EMNLP 2023 Don’t be Blind to Questions: Question-Oriented Math Word Problem Solving AACL 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 Solving Math Word Problems with Teacher Supervision IJCAI 2021 Data-Efficient Language Shaped Few-shot Image Classification EMNLP 2021