Zhenwen Liang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Image Deblurring

Convolutional Network

Top Venues

Publications

Zhihan Zhang, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. CoRR (2024)
Yujun Zhou, Yufei Han, Haomin Zhuang, Taicheng Guo, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang
Defending Jailbreak Prompts via In-Context Adversarial Game. CoRR (2024)
Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples. CoRR (2024)
Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. CoRR (2024)
Xiaodong Wu, Yufei Han, Hayssam Dahrouj, Jianbing Ni, Zhenwen Liang, Xiangliang Zhang
Manipulating Predictions over Discrete Inputs in Machine Teaching. CoRR (2024)
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. LREC/COLING (2024)
Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. CoRR (2024)
Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh
Learning Molecular Representation in a Cell. CoRR (2024)
Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation. EMNLP (2023)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
Generalizing Math Word Problem Solvers via Solution Diversification. AAAI (2023)
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning. CoRR (2023)
Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang
Compositional Mathematical Encoding for Math Word Problems. ACL (Findings) (2023)
Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang
UniMath: A Foundational and Multimodal Mathematical Reasoner. EMNLP (2023)
Taicheng Guo, Kehan Guo, Bozhao Nan, Zhenwen Liang, Zhichun Guo, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks. NeurIPS (2023)
Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation. CoRR (2023)
Wenhao Yu, Zhihan Zhang, Zhenwen Liang, Meng Jiang, Ashish Sabharwal
Improving Language Models via Plug-and-Play Retrieval Feedback. CoRR (2023)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Don't be Blind to Questions: Question-Oriented Math Word Problem Solving. IJCNLP (1) (2023)
Reem Alghamdi, Zhenwen Liang, Xiangliang Zhang
ArMATH: a Dataset for Solving Arabic Math Word Problems. LREC (2022)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. EMNLP (2022)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. NAACL-HLT (Findings) (2022)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
Generalizing Math Word Problem Solvers via Solution Diversification. CoRR (2022)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. CoRR (2022)
Zhenwen Liang, Xiangliang Zhang
Data-Efficient Language Shaped Few-shot Image Classification. EMNLP (Findings) (2021)
Zhenwen Liang, Xiangliang Zhang
Solving Math Word Problems with Teacher Supervision. IJCAI (2021)
Yingquan Li, Zhenwen Liang, Ibrahima N'Doye, Xiangliang Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
Data-Driven State Estimation for Light-Emitting Diode Underwater Optical Communication. CoRR (2021)
Zhenwen Liang, Jipeng Zhang, Jie Shao, Xiangliang Zhang
MWP-BERT: A Strong Baseline for Math Word Problems. CoRR (2021)
Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen
Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen
Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. IEEE Trans. Multim. 23 (2021)
Dongyang Zhang, Zhenwen Liang, Jie Shao
Joint image deblurring and super-resolution with attention dual supervised network. Neurocomputing 412 (2020)
Xinyao Li, Dongyang Zhang, Zhenwen Liang, Deqiang Ouyang, Jie Shao
Fused Recurrent Network Via Channel Attention For Remote Sensing Satellite Image Super-Resolution. ICME (2020)
Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao
Traffic sign detection and recognition based on pyramidal convolutional networks. Neural Comput. Appl. 32 (11) (2020)
Zhenwen Liang, Dongyang Zhang, Jie Shao
Jointly Solving Deblurring and Super-Resolution Problems with Dual Supervised Network. ICME (2019)
Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao
Small Object Detection Using Deep Feature Pyramid Networks. PCM (3) (2018)