Shuo Sun
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
58
Venues
24
Active years
2018–2026
Best venue rank
A*
Where they publish
- A*EMNLP8 papers
- A*KDD4 papers
- A*ACL4 papers
- BIJCNLP4 papers
- BIJCNN4 papers
- CICANN4 papers
- A*AAAI3 papers
- CASRU3 papers
- ANAACL3 papers
- BICONIP3 papers
- CKSEM2 papers
- A*ICRA2 papers
- ACIKM2 papers
- AIROS2 papers
- BDASFAA1 paper
- MulticonferenceICASSP1 paper
- BPRICAI1 paper
- BCOLING1 paper
- A*WWW1 paper
- CICARCV1 paper
- CICICS1 paper
- BICTAI1 paper
- BLREC1 paper
- AEACL1 paper
Papers
58 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | KDD | FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading. | Molei Qin, Xinyu Cai, Yewen Li, Haochong Xia, Chuqiao Zong, Shuo Sun, Xinrun Wang, Bo An |
| 2026 | KSEM | AMR-Based Semantic-Level Data Augmentation Method for Mongolian-Chinese Neural Machine Translation. | Shuting Dai, Yatu Ji, Qing-Dao-Er-Ji Ren, Nier Wu, Na Liu, Shuo Sun |
| 2025 | AAAI | Online MDP with Prototypes Information: A Robust Adaptive Approach. | Shuo Sun, Meng Qi, Zuo-Jun Max Shen |
| 2025 | ACL | MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore. | Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, AiTi Aw |
| 2025 | ASRU | Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. | Qiongqiong Wang, Hardik Bhupendra Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw |
| 2025 | ASRU | MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora. | Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw |
| 2025 | ASRU | Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model. | Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw |
| 2025 | DASFAA | Multi-view Attention Syntactic Enhanced Graph Convolutional Network for Aspect-Based Sentiment Analysis. | Xiang Huang, Hao Peng, Shuo Sun, Zhifeng Hao, Hui Lin, Shuhai Wang |
| 2025 | EMNLP | Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? | Dianqing Lin, Aruukhan, Hongxu Hou, Shuo Sun, Wei Chen, Yichen Yang, Guodong Shi |
| 2025 | EMNLP | Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data. | Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw |
| 2025 | ICASSP | MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. | Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw |
| 2025 | IJCNLP | IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models. | Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw |
| 2025 | IJCNLP | High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification. | Yuchen Zhang, Yuze Gao, Bin Chen, Wenfeng Li, Shuo Sun, Jian Su |
| 2025 | IJCNLP | Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. | Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik Bhupendra Sailor, Nancy F. Chen, AiTi Aw |
| 2025 | ICRA | RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios Even if You Only Look Once. | Jiawei Sun, Jiahui Li, Tingchen Liu, Chengran Yuan, Shuo Sun, Zefan Huang, Anthony Wong, Keng Peng Tee, Marcelo H. Ang |
| 2025 | NAACL | Soft Syntactic Reinforcement for Neural Event Extraction. | Anran Hao, Jian Su, Shuo Sun, Teo Yong Sen |
| 2025 | NAACL | AudioBench: A Universal Benchmark for Audio Large Language Models. | Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen |
| 2025 | PRICAI | SASP-NMT: Syntax-Aware Structured Prompting for Low-Resource Neural Machine Translation. | Hao Xing, Nier Wu, Yang Liu, Yatu Ji, Shuo Sun, Min Lu |
| 2024 | AAAI | EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading. | Molei Qin, Shuo Sun, Wentao Zhang, Haochong Xia, Xinrun Wang, Bo An |
| 2024 | AAAI | Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context. | Haochong Xia, Shuo Sun, Xinrun Wang, Bo An |
| 2024 | CIKM | Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction. | Kun Peng, Lei Jiang, Qian Li, Haoran Li, Xiaoyan Yu, Li Sun, Shuo Sun, Yanxian Bi, Hao Peng |
| 2024 | COLING | Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations. | Donovan Ong, Shuo Sun, Jian Su, Bin Chen |
| 2024 | EMNLP | SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. | Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Jann Railey Montalan, Ryan Hadiwijaya, Joanito Agili Lopo, William Nixon, Brje Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Tai Chia, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya |
| 2024 | IJCNN | Optimizing Mongolian Abstractive Summarization with Semantic Consistency Enhancement. | Yuan Zhao, Hongxu Hou, Jipeng Ma, Shuo Sun, Wei Chen, Guodong Shi |
| 2024 | IROS | High-Fidelity SLAM Using Gaussian Splatting with Rendering-Guided Densification and Regularized Optimization. | Shuo Sun, Malcolm Mielle, Achim J. Lilienthal, Martin Magnusson |
| 2024 | ICRA | 3QFP: Efficient neural implicit surface reconstruction using Tri-Quadtrees and Fourier feature Positional encoding. | Shuo Sun, Malcolm Mielle, Achim J. Lilienthal, Martin Magnusson |
| 2024 | KDD | A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist. | Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun, Molei Qin, Xinyi Li, Yuqing Zhao, Yilei Zhao, Xinyu Cai, Longtao Zheng, Xinrun Wang, Bo An |
| 2024 | WWW | Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools. | Wentao Zhang, Yilei Zhao, Shuo Sun, Jie Ying, Yonggang Xie, Zitao Song, Xinrun Wang, Bo An |
| 2023 | ACL | An Exploratory Study on Model Compression for Text-to-SQL. | Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun |
| 2023 | EMNLP | Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. | Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su |
| 2023 | ICANN | Higher Target Relevance Parallel Machine Translation with Low-Frequency Word Enhancement. | Shuo Sun, Hongxu Hou, Yisong Wang |
| 2023 | IJCNN | Multilingual Pre-training Model-Assisted Contrastive Learning Neural Machine Translation. | Shuo Sun, Hongxu Hou, Zongheng Yang, Yisong Wang |
| 2023 | IROS | FISS+: Efficient and Focused Trajectory Generation and Refinement Using Fast Iterative Search and Sampling Strategy. | Shuo Sun, Jie Chen, Jiawei Sun, Chengran Yuan, Yuanchen Li, Tangyike Zhang, Marcelo H. Ang |
| 2023 | KDD | Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts. | Shuo Sun, Xinrun Wang, Wanqi Xue, Xiaoxuan Lou, Bo An |
| 2023 | KDD | PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement. | Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An |
| 2022 | CIKM | DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities. | Shuo Sun, Wanqi Xue, Rundong Wang, Xu He, Junlei Zhu, Jian Li, Bo An |
| 2022 | EMNLP | AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. | Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin |
| 2022 | ICANN | Layer-Specific Repair of Neural Network Classifiers. | Shuo Sun, Jun Yan, Rongjie Yan |
| 2022 | ICARCV | Autonomous Research Platform for Cleaning Operations in Mixed Indoor & Outdoor Environments. | Shuo Sun, Tangyike Zhang, Zhihai Xiang, Yuhang Han, Dongen Li, Jianghao Li, Zhiyang Liu, Marcelo H. Ang |
| 2022 | ICICS | Fast Fourier Orthogonalization over NTRU Lattices. | Shuo Sun, Yongbin Zhou, Rui Zhang, Yang Tao, Zehua Qiao, Jingdian Ming |
| 2022 | IJCNN | Multimodal Neural Machine Translation for Mongolian to Chinese. | Weichen Jian, Hongxu Hou, Nier Wu, Shuo Sun, Zongheng Yang, Yisong Wang, Pengcong Wang |
| 2022 | ICTAI | Generating Adversarial Examples for Low-Resource NMT via Multi-Reward Reinforcement Learning. | Shuo Sun, Hongxu Hou, Zongheng Yang, Yisong Wang, Nier Wu |
| 2022 | LREC | MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. | Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frdric Blain, Vishrav Chaudhary, Francisco Guzmn, Nina Lopatina, Lucia Specia, Andr F. T. Martins |
| 2021 | EACL | WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. | Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmn |
| 2021 | EMNLP | Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. | Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Lucia Specia, Francisco Guzmn |
| 2021 | ICONIP | Low-Resource Neural Machine Translation Using Fast Meta-learning Method. | Nier Wu, Hongxu Hou, Wei Zheng, Shuo Sun |
| 2021 | IJCNN | Low-Resource Neural Machine Translation with Neural Episodic Control. | Nier Wu, Hongxu Hou, Shuo Sun, Wei Zheng |
| 2021 | KSEM | Bayesian Belief Network Model Using Sematic Concept for Expert Finding. | Wei Zheng, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | ACL | Are we Estimating or Guesstimating Translation Quality? | Shuo Sun, Francisco Guzmn, Lucia Specia |
| 2020 | ACL | CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task. | Shuo Sun, Suzanna Sia, Kevin Duh |
| 2020 | EMNLP | Collecting Verified COVID-19 Question Answer Pairs. | Adam Poliak, Max Fleming, Cash Costello, Kenton W. Murray, Mahsa Yarmohammadi, Shivani Pandya, Darius Irani, Milind Agarwal, Udit Sharma, Shuo Sun, Nicola Ivanov, Lingxi Shang, Kaushik Srinivasan, Seolhwa Lee, Xu Han, Smisha Agarwal, Joo Sedoc |
| 2020 | EMNLP | CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval. | Shuo Sun, Kevin Duh |
| 2020 | ICANN | Neural Machine Translation Based on Improved Actor-Critic Method. | Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | ICANN | Neural Machine Translation Based on Prioritized Experience Replay. | Shuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo |
| 2020 | ICONIP | Word-Level Error Correction in Non-autoregressive Neural Machine Translation. | Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | ICONIP | Improving Mongolian-Chinese Machine Translation with Automatic Post-editing. | Shuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo |
| 2020 | IJCNLP | An Exploratory Study on Multilingual Quality Estimation. | Shuo Sun, Marina Fomicheva, Frdric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmn, Lucia Specia |
| 2018 | NAACL | Cross-Lingual Learning-to-Rank with Shared Representations. | Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, Kentaro Inui |