Yang, Jiaxi

12 publications

ICLRW 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Qiyue Gao, Xinyu Pi, Kevin Liu, Junrong Chen, Ruolan Yang, Xinqi Huang, Xinyu Fang, Lu Sun, Gautham Kishore, Bo Ai, Stone Tao, Mengyang Liu, Jiaxi Yang, Chao-Jung Lai, Chuanyang Jin, Jiannan Xiang, Benhao Huang, David Danks, Hao Su, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu

AAAI 2025 Fine-Tuning Language Models with Collaborative and Semantic Experts Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Lei Zhang, Qiang Qu, Junyang Lin

ICLR 2025 GMValuator: Similarity-Based Data Valuation for Generative Models Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li

AAAI 2025 Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Qiang Qu, Min Yang

NeurIPS 2025 Parallel Scaling Law for Language Models Mouxiang Chen, Binyuan Hui, Zeyu Cui, Jiaxi Yang, Dayiheng Liu, Jianling Sun, Junyang Lin, Zhongxin Liu

AAAI 2025 Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-Interweaved Attention for Photon-Efficient Depth Sensing Letian Yu, Jiaxi Yang, Bo Dong, Qirui Bao, Yuanbo Wang, Felix Heide, Xiaopeng Wei, Xin Yang

ICML 2025 Synthesizing Software Engineering Data in a Test-Driven Manner Lei Zhang, Jiaxi Yang, Min Yang, Jian Yang, Mouxiang Chen, Jiajun Zhang, Zeyu Cui, Binyuan Hui, Junyang Lin

NeurIPS 2023 Can LLM Already Serve as a Database Interface? a BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Ma Chenhao, Guoliang Li, Kevin Chang, Fei Huang, Reynold Cheng, Yongbin Li

NeurIPSW 2023 Scene-Adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search Lei Chen, Fajie Yuan, Jiaxi Yang, Chengming Li, Min Yang

CVPR 2022 Glass Segmentation Using Intensity and Spectral Polarization Cues Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang

AAAI 2021 A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models Lei Chen, Fajie Yuan, Jiaxi Yang, Xiang Ao, Chengming Li, Min Yang

IJCAI 2021 Differentially Private Correlation Alignment for Domain Adaptation Kaizhong Jin, Xiang Cheng, Jiaxi Yang, Kaiyuan Shen