Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks. - Qiang Huang; Tingyu Xia; Huiyan Sun; Makoto Yamada; Yi Chang 001 (AAAI, 2020)

Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks. - Tingyu Xia; Yue Wang 035; Yuan Tian 016; Yi Chang 001 (WWW, 2021)

FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification. - Tingyu Xia; Yue Wang 035; Yuan Tian 016; Yi Chang 001 (EMNLP, 2022)

Few-shot relation classification using clustering-based prototype modification. - Mingtong Wen; Tingyu Xia; Bowen Liao; Yuan Tian 016 (Knowl. Based Syst., 2023)

Language Models can Evaluate Themselves via Probability Discrepancy. - Tingyu Xia; Bowen Yu 002; Yuan Wu 002; Yi Chang 001; Chang Zhou (ACL (Findings), 2024)

Rethinking Data Selection at Scale: Random Selection is Almost All You Need. - Tingyu Xia; Bowen Yu 002; Kai Dang; An Yang; Yuan Wu 002; Yuan Tian 016; Yi Chang 001; Junyang Lin (CoRR, 2024)

Large Language Model Evaluation via Matrix Nuclear-Norm. - Yahan Li; Tingyu Xia; Yi Chang 001; Yuan Wu 002 (CoRR, 2024)

Qwen2.5 Technical Report. - An Yang; Baosong Yang; Beichen Zhang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Haoran Wei; Huan Lin; Jian Yang 003; et al. (CoRR, 2024)

Enhancing inter-sentence attention for Semantic Textual Similarity. - Ying Zhao; Tingyu Xia; Yunqi Jiang; Yuan Tian 016 (Inf. Process. Manag., 2024)

DAW-GAN: a generative adversarial network based on the dynamic adaptive weight for image super-resolution. - Tingyu Xia; Xin Yang 002; Yitian Zhu (Multim. Tools Appl., 2024)

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models. - Guanting Dong; Keming Lu; Chengpeng Li 001; Tingyu Xia; Bowen Yu 002; Chang Zhou; Jingren Zhou 001 (ICLR, 2025)

A survey of RWKV. - Zhiyuan Li; Tingyu Xia; Yi Chang 001; Yuan Wu 002 (Neurocomputing, 2025)

Selective fine-tuning for large language models via matrix nuclear norm. - Tingyu Xia; Yahan Li; Yuan Wu 002; Yi Chang 001 (Inf. Process. Manag., 2025)

Length-Controlled Margin-Based Preference Optimization without Reference Model. - Gengxu Li; Tingyu Xia; Yi Chang 001; Yuan Wu 002 (CoRR, 2025)

MB-SCRSR: A Multi-branch Image Super-Resolution Network Based on Spatial and Channel Reconstruction. - Panpan Zhang; Xin Yang 002; Tingyu Xia (Circuits Syst. Signal Process., 2025)