| 2026 | AAAI | HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning. | Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao |
| 2026 | AAAI | What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning. | Yujin Zhou, Pengcheng Wen, Jiale Chen, Boqin Yin, Han Zhu, Jiaming Ji, Juntao Dai, Chi-Min Chan, Sirui Han |
| 2026 | ISCAS | VERIMLA: A Unified Framework for Verilog Generation via Multi-Level Alignment and Formal Equivalence Verification. | Wing W. Y. Ng, Jiale Chen, Jiayi Zhang, Wen Li, Meihua Liu |
| 2026 | ISCAS | SVVHD: An Open-Source and Self-Verified Benchmark Framework for LLM Evaluation in VHDL Code Generation. | Jiayi Zhang, Yan Huang, Jiale Chen, Meihua Liu |
| 2026 | SODA | From Unweighted to Weighted Dynamic Matching in Non-Bipartite Graphs: A Low-Loss Reduction. | Aaron Bernstein, Jiale Chen |
| 2025 | AAAI | CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction. | Yajun An, Jiale Chen, Huan Lin, Zhenbing Liu, Siyang Feng, Hualong Zhang, Rushi Lan, Zaiyi Liu, Xipeng Pan |
| 2025 | ACL | LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue. | Jiale Chen, Xuelian Dong, Wenxiu Xie, Ru Peng, Kun Zeng, Tianyong Hao |
| 2025 | CIKM | T-Stars-Poster: A Framework for Product-Centric Advertising Image Design. | Hongyu Chen, Min Zhou, Jing Jiang, Jiale Chen, Yang Lu, Zihang Lin, Bo Xiao, Tiezheng Ge, Bo Zheng |
| 2025 | EMNLP | Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? | Jiale Chen, Xuelian Dong, Qihao Yang, Wenxiu Xie, Tianyong Hao |
| 2025 | ICASSP | Span Attention for Entity-Consistent Task-Oriented Dialogue Response Generation. | Jiale Chen, Xuelian Dong, Wenxiu Xie, Tao Gong, Fu Lee Wang, Tianyong Hao |
| 2025 | ICCV | Learning Robust Image Watermarking with Lossless Cover Recovery. | Jiale Chen, Wei Wang, Chongyang Shi, Li Dong, Xiping Hu |
| 2025 | ICLR | Scalable Mechanistic Neural Networks. | Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello |
| 2025 | ICML | QuEST: Stable Training of LLMs with 1-Bit Weights and Activations. | Andrei Panferov, Jiale Chen, Soroush Tabesh, Mahdi Nikdan, Dan Alistarh |
| 2025 | IJCNN | MIND: A Unified Multi-Modal Context-Knowledge Model for Task-Oriented Dialogue. | Xuelian Dong, Jiale Chen, Chaoyu Wei, Chehao Ke, Tianyong Hao |
| 2025 | PPoPP | MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models. | Elias Frantar, Roberto L. Castro, Jiale Chen, Torsten Hoefler, Dan Alistarh |
| 2025 | SODA | Entropy Regularization and Faster Decremental Matching in General Graphs. | Jiale Chen, Aaron Sidford, Ta-Wei Tu |
| 2025 | SODA | Matching Composition and Efficient Weight Reduction in Dynamic Matching. | Aaron Bernstein, Jiale Chen, Aditi Dudeja, Zachary Langley, Aaron Sidford, Ta-Wei Tu |
| 2025 | SISAP | SISAP Indexing Challenge 2025 - Solution for Task 2 Using Root Join. | Benjamin Bustos, Jiale Chen |
| 2024 | APWEB | VM-Rec: A Variational Mapping Approach for Cold-Start User Recommendation. | Linan Zheng, Jiale Chen, Pengsheng Liu, Guangfa Zhang, Jinyun Fang |
| 2024 | IJCNN | Leveraging Intent Entity Enhancement for Task-Oriented Dialogue. | Jiale Chen, Shunhao Li, Baoshuo Kan, Fu Lee Wang, Tianyong Hao |
| 2024 | MICCAI | Mining Gold from the Sand: Weakly Supervised Histological Tissue Segmentation with Activation Relocalization and Mutual Learning. | Siyang Feng, Jiale Chen, Zhenbing Liu, Wentao Liu, Zimin Wang, Rushi Lan, Xipeng Pan |
| 2024 | SMC | MJR: Multi-Head Joint Reasoning on Language Models for Question Answering. | Shunhao Li, Jiale Chen, Enliang Yan, Choujun Zhan, Fu Lee Wang, Tianyong Hao |
| 2024 | SENSYS | Ph.D. Forum Abstract: Adapting Deep Learning-Based Sensing Systems to Cyber-Physical Dynamics. | Jiale Chen |
| 2023 | GLOBECOM | ANTI: An Adaptive Network Traffic Indexing Algorithm for High-Speed Networks. | Jiale Chen, Xingshu Chen, Liangguo Chen, Xiao Lan, Yonggang Luo |
| 2023 | IJCNN | Gravity-Shift-VIO: Adaptive Acceleration Shift and Multi-Modal Fusion with Transformer in Visual-Inertial Odometry. | Jiale Chen, Shuang Zhang, Zhiheng Li, Xin Jin |
| 2023 | KDD | MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming. | Yuhan Wu, Shiqi Jiang, Siyuan Dong, Zheng Zhong, Jiale Chen, Yutong Hu, Tong Yang, Steve Uhlig, Bin Cui |
| 2022 | ESORICS | Audio Spoofing Detection Using Constant-Q Spectral Sketches and Parallel-Attention SE-ResNet. | Feng Yue, Jiale Chen, Zhaopin Su, Niansong Wang, Guofu Zhang |
| 2022 | IWDW | Physical Anti-copying Semi-robust Random Watermarking for QR Code. | Jiale Chen, Li Dong, Rangding Wang, Diqun Yan, Weiwei Sun, Hang-Yu Fan |
| 2022 | RTSS | Latency-driven Optimization of Switching Pipeline Design in Network Chips. | Jiale Chen, Xiaoqiang Wu, Debayan Roy, Hui Chen, Ping Xiang, Wenzhuo Zhang, Yuhong Feng, Wanli Chang |
| 2021 | ICPADS | Split Convolutional Neural Networks for Distributed Inference on Concurrent IoT Sensors. | Jiale Chen, Duc Van Le, Rui Tan, Daren Ho |
| 2021 | ICPADS | An Electromagnetic Covert Channel based on Neural Network Architecture. | Chaojie Gu, Jiale Chen, Rui Tan, Linshan Jiang |
| 2021 | IGARSS | Proportion Estimation of Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High Spatial Resolution Remote Sensing Images. | Jiale Chen, Qiqi Zhu, Xiongli Sun, Qingfeng Guan |
| 2021 | SC | Symplectic structure-preserving particle-in-cell whole-volume simulation of tokamak plasmas to 111.3 trillion particles and 25.7 billion grids. | Jianyuan Xiao, Junshi Chen, Jiangshan Zheng, Hong An, Shenghong Huang, Chao Yang, Fang Li, Ziyu Zhang, Yeqi Huang, Wenting Han, Xin Liu, Dexun Chen, Zixi Liu, Ge Zhuang, Jiale Chen, Guoqiang Li, Xuan Sun, Qiang Chen |
| 2020 | ICCCN | Beyond Model-Level Membership Privacy Leakage: an Adversarial Approach in Federated Learning. | Jiale Chen, Jiale Zhang, Yanchao Zhao, Hao Han, Kun Zhu, Bing Chen |
| 2020 | IGARSS | Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. | Jiale Chen, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2019 | EMNLP | Multilingual Neural Machine Translation with Language Clustering. | Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu |
| 2018 | BMVC | A Decomposed Dual-Cross Generative Adversarial Network for Image Rain Removal. | Xin Jin, Zhibo Chen, Jianxin Lin, Jiale Chen, Wei Zhou, Chaowei Shan |
| 2017 | ICIP | Gender classification in live videos. | Jiale Chen, Sen Liu, Zhibo Chen |