| 2026 | ACL | SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding. | Songcheng Cai, Zhiheng Lyu, Yuansheng Ni, Xiangchao Chen, Baichuan Zhou, Shenzhe Zhu, Yi Lu, Haozhe Wang, Chi Ruan, Benjamin Schneider, Weixu Zhang, Xiang Li, Andy Zheng, Yuyu Zhang, Ping Nie, Wenhu Chen |
| 2026 | ACL | Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision. | Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao |
| 2026 | ACL | SciImpact: A Multi-Dimensional, Multi-Field Benchmark for Scientific Impact Prediction. | Hangxiao Zhu, Yuyu Zhang, Ping Nie, Yu Zhang |
| 2024 | NAACL | GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond. | Shen Zheng, Yuyu Zhang, Yijie Zhu, Chenguang Xi, Pengyang Gao, Zhou Xun, Kevin Chang |
| 2022 | ICLR | GNN is a Counter? Revisiting GNN for Question Answering. | Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin |
| 2021 | IJCNN | Speeding up Computational Morphogenesis with Online Neural Synthetic Gradients. | Yuyu Zhang, Heng Chi, Binghong Chen, Tsz Ling Elaine Tang, Lucia Mirabella, Le Song, Glaucio H. Paulino |
| 2021 | SIGIR | Answering Any-hop Open-domain Questions with Iterative Document Reranking. | Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song |
| 2020 | EMNLP | Question Directed Graph Attention Network for Numerical Reasoning over Text. | Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu |
| 2020 | ICLR | Efficient Probabilistic Logic Reasoning with Graph Neural Networks. | Yuyu Zhang, Xinshi Chen, Yuan Yang, Arun Ramamurthy, Bo Li, Yuan Qi, Le Song |
| 2020 | SIGIR | DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding. | Ping Nie, Yuyu Zhang, Xiubo Geng, Arun Ramamurthy, Le Song, Daxin Jiang |
| 2019 | ACL | Language Modeling with Shared Grammar. | Yuyu Zhang, Le Song |
| 2019 | CEC | A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. | Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang |
| 2018 | AAAI | Variational Reasoning for Question Answering With Knowledge Graph. | Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song |
| 2018 | DEXA | A Metaheuristic Algorithm for Hiding Sensitive Itemsets. | Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang |
| 2017 | PSIVT | Crowd Counting from a Still Image Using Multi-scale Fully Convolutional Network with Adaptive Human-Shaped Kernel. | Jinmeng Cao, Biao Yang, Yuyu Zhang, Ling Zou |
| 2017 | PSIVT | On Road Vehicle Detection Using an Improved Faster RCNN Framework with Small-Size Region Up-Scaling Strategy. | Biao Yang, Yuyu Zhang, Jinmeng Cao, Ling Zou |
| 2016 | KDD | FLASH: Fast Bayesian Optimization for Data Analytic Pipelines. | Yuyu Zhang, Mohammad Taha Bahadori, Hang Su, Jimeng Sun |
| 2014 | AAAI | Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks. | Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu |
| 2013 | KDD | Psychological advertising: exploring user psychology for click prediction in sponsored search. | Taifeng Wang, Jiang Bian, Shusen Liu, Yuyu Zhang, Tie-Yan Liu |