Zhenwen Liang

According to our database, Zhenwen Liang authored at least 33 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification.

Zhenwen Liang, Ye Liu, Tong Niu, Xiangliang Zhang, Yingbo Zhou, Semih Yavuz

CoRR, 2024

Learning Molecular Representation in a Cell.

Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh

CoRR, 2024

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning.

Zhihan Zhang, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

CoRR, 2024

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions.

Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu

CoRR, 2024

Defending Jailbreak Prompts via In-Context Adversarial Game.

Yujun Zhou, Yufei Han, Haomin Zhuang, Taicheng Guo, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang

CoRR, 2024

Manipulating Predictions over Discrete Inputs in Machine Teaching.

Xiaodong Wu, Yufei Han, Hayssam Dahrouj, Jianbing Ni, Zhenwen Liang, Xiangliang Zhang

CoRR, 2024

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning.

Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering.

Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Defending Jailbreak Prompts via In-Context Adversarial Game.

Yujun Zhou, Yufei Han, Haomin Zhuang, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning.

Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples.

Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark.

Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Improving Language Models via Plug-and-Play Retrieval Feedback.

Wenhao Yu, Zhihan Zhang, Zhenwen Liang, Meng Jiang, Ashish Sabharwal

CoRR, 2023

What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks.

Taicheng Guo, Kehan Guo, Bozhao Nan, Zhenwen Liang, Zhichun Guo, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Don't be Blind to Questions: Question-Oriented Math Word Problem Solving.

Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

UniMath: A Foundational and Multimodal Mathematical Reasoner.

Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation.

Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Compositional Mathematical Encoding for Math Word Problems.

Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Generalizing Math Word Problem Solvers via Solution Diversification.

Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving.

Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

ArMATH: a Dataset for Solving Arabic Math Word Problems.

Reem Alghamdi, Zhenwen Liang, Xiangliang Zhang

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Analogical Math Word Problems Solving with Enhanced Problem-Solution Association.

Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks.

Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen

IEEE Trans. Multim., 2021

Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy.

Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen

IEEE Trans. Circuits Syst. Video Technol., 2021

Data-Driven State Estimation for Light-Emitting Diode Underwater Optical Communication.

Yingquan Li, Zhenwen Liang, Ibrahima N'Doye, Xiangliang Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati

CoRR, 2021

MWP-BERT: A Strong Baseline for Math Word Problems.

Zhenwen Liang, Jipeng Zhang, Jie Shao, Xiangliang Zhang

CoRR, 2021

Solving Math Word Problems with Teacher Supervision.

Zhenwen Liang, Xiangliang Zhang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Data-Efficient Language Shaped Few-shot Image Classification.

Zhenwen Liang, Xiangliang Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Traffic sign detection and recognition based on pyramidal convolutional networks.

Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao

Neural Comput. Appl., 2020

Joint image deblurring and super-resolution with attention dual supervised network.

Dongyang Zhang, Zhenwen Liang, Jie Shao

Neurocomputing, 2020

Fused Recurrent Network Via Channel Attention For Remote Sensing Satellite Image Super-Resolution.

Xinyao Li, Dongyang Zhang, Zhenwen Liang, Deqiang Ouyang, Jie Shao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

Jointly Solving Deblurring and Super-Resolution Problems with Dual Supervised Network.

Zhenwen Liang, Dongyang Zhang, Jie Shao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018

Small Object Detection Using Deep Feature Pyramid Networks.

Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018