A singular perturbation-based design for the integrated guidance and control. - Tianyu Zheng; Fenghua He 001; Yu Yao 004; Hongsheng Qi; Xiaoming Hu 001 (ACC, 2016)

An Evaluation Method of Acceptable and Failed Spot Welding Products Based on Image Classification with Transfer Learning Technique. - Ye Yang; Peng Zheng; Hao He; Tianyu Zheng; Lei Wang; Shan He (CSAE, 2018)

An RNN-based Learnable Extended Kalman Filter Design and Application. - Tianyu Zheng; Yu Yao 004; Fenghua He 001; Xinran Zhang (ECC, 2019)

Research on Resource Allocation Based on Immune Algorithm in D2D System. - Tianyu Zheng; Hui Zhang; Lei Fei; Luan Li (ICCT, 2019)

Study on city attraction to skilled talents based on VIKOR method -a case study of sub central cities in Yangtze River Delta. - Tianyu Zheng (EBIMCS, 2020)

Active switching multiple model method for tracking a noncooperative gliding flight vehicle. - Tianyu Zheng; Yu Yao 004; Fenghua He 001; Denggao Ji; Xinran Zhang (Sci. China Inf. Sci., 2020)

Large Graph Sampling Algorithm for Frequent Subgraph Mining. - Tianyu Zheng; Li Wang (IEEE Access, 2021)

Establishing high performance AI ecosystem on Sunway platform. - Sha Liu; Jie Gao; Xin Liu 081; Zeqiang Huang; Tianyu Zheng (CCF Trans. High Perform. Comput., 2021)

Efficient and Post-Quantum Zero-Knowledge Proofs for Blockchain Confidential Transaction Protocols. - Shang Gao 006; Tianyu Zheng; Yu Guo 003; Bin Xiao 001 (IACR Cryptol. ePrint Arch., 2021)

Leaking Arbitrarily Many Secrets: Any-out-of-Many Proofs and Applications to RingCT Protocols. - Tianyu Zheng; Shang Gao 006; Bin Xiao 001; Yubo Song (IACR Cryptol. ePrint Arch., 2021)

Characterization of base station deployment distribution and coverage in heterogeneous networks. - Hui Zhang; Liang Feng; Tianyu Zheng; Dan Keun Sung (IET Commun., 2021)

A Battery-Less Crystal-Less 49.8µW Neural-Recording Chip Featuring Two-Tone RF Power Harvesting. - Ziyi Chang; Changgui Yang; Yunshan Zhang; Zhuhao Li; Tianyu Zheng; Yuxuan Luo; Shaomin Zhang; Kedi Xu 001; Gang Pan 001; Bo Zhao 003; Yong Chen 005 (CICC, 2022)

Evaluation of Different Cutoff Frequencies of High-pass Filter for Online Spike Sorting. - Yuxiao Ning; Yiwei Zhang; Tianyu Zheng; Shaomin Zhang (ICBIP, 2022)

BaGuaLu: targeting brain scale pretrained models with over 37 million cores. - Zixuan Ma; Jiaao He; Jiezhong Qiu; Huanqi Cao; Yuanwei Wang; Zhenbo Sun; Liyan Zheng 001; Haojie Wang; Shizhi Tang; Tianyu Zheng; Junyang Lin; Guanyu Feng; et al. (PPoPP, 2022)

A 0.4mm3 Battery-Less Crystal-Less Neural-Recording SoC Achieving 1.6cm Backscattering Range with 2mm×2mm On-Chip Antenna. - Changgui Yang; Yunshan Zhang; Ziyi Chang; Zhuhao Li; Tianyu Zheng; Yuxuan Luo; Shaomin Zhang; Kedi Xu 001; Gang Pan 001; Bo Zhao 003 (VLSI Technology and Circuits, 2022)

The Assessment of More Suitable Image Spatial Resolutions for Offshore Aquaculture Areas Automatic Monitoring Based on Coupled NDWI and Mask R-CNN. - Yonggui Wang; Yaxin Zhang; Yan Chen; Junjie Wang 004; Hui Bai; Bo Wu; Wei Li 247; Shouwei Li; Tianyu Zheng (Remote. Sens., 2022)

Assessing Urban Resilience to Flooding at County Level Using Multi-Modal Geospatial Data. - Tianyu Zheng; Feng Wu; Chao Wang; Lizhen Lu (Agro-Geoinformatics, 2023)

DFIG-Based rotor kinetic energy: Using adaptive droop control strategy. - Yongchen Liu; Chao Tan; Tianyu Zheng (EITCE, 2023)

SnarkFold: Efficient SNARK Proof Aggregation from Split Incrementally Verifiable Computation. - Xun Liu; Shang Gao 006; Tianyu Zheng; Bin Xiao 001 (IACR Cryptol. ePrint Arch., 2023)

KiloNova: Non-Uniform PCD with Zero-Knowledge Property from Generic Folding Schemes. - Tianyu Zheng; Shang Gao 006; Yu Guo 003; Bin Xiao 001 (IACR Cryptol. ePrint Arch., 2023)

Deep Learning-Based 6-DoF Object Pose Estimation Considering Synthetic Dataset. - Tianyu Zheng; Chunyan Zhang; Shengwen Zhang; Yanyan Wang (Sensors, 2023)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Liumeng Xue; Ziyang Ma 001; et al. (ACL (Findings), 2024)

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement. - Tianyu Zheng; Ge Zhang 009; Tianhao Shen; Xueling Liu; Bill Yuchen Lin; Jie Fu 001; Wenhu Chen; Xiang Yue (ACL (Findings), 2024)

MORE-3S: Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces. - Tianyu Zheng; Ge Zhang 009; Xingwei Qu; Ming Kuang; Wenhao Huang 001; Zhaofeng He (LREC/COLING, 2024)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

Improved AOD-Net Dehazing Algorithm for Target Image. - Tianyu Zheng; Tianyu Xu; Xiangdong Li; Xingwen Zhao; Feng Zhao; Yanbo Zhang (ICCEIC, 2024)

MAmmoTH2: Scaling Instructions from the Web. - Xiang Yue; Tianyu Zheng; Ge Zhang 009; Wenhu Chen (NeurIPS, 2024)

A Novel Method for Measuring the Attitude Angles of the Artillery Barrel Based on Monocular Vision. - Tianyu Zheng; Bingyu Gong; Xiangdong Li; Xingwen Zhao; Yanbo Zhang (IEEE Access, 2024)

Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation. - Tianyu Zheng; Shuyue Guo; Xingwei Qu; Jiawei Guo; Weixu Zhang; Xinrun Du; Chenghua Lin; Wenhao Huang 001; Wenhu Chen; Jie Fu 001; Ge Zhang 009 (CoRR, 2024)

CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark. - Ge Zhang 009; Xinrun Du; Bei Chen; Yiming Liang; Tongxu Luo; Tianyu Zheng; Kang Zhu; Yuyang Cheng; Chunpu Xu; Shuyue Guo; Haoran Zhang; Xingwei Qu; et al. (CoRR, 2024)

Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction. - Yonggang Jin; Ge Zhang 009; Hao Zhao; Tianyu Zheng; Jiawei Guo; Liuyu Xiang; Shawn Yue; Stephen W. Huang; Wenhu Chen; Zhaofeng He; Jie Fu 001 (CoRR, 2024)

MORE-3S: Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces. - Tianyu Zheng; Ge Zhang 009; Xingwei Qu; Ming Kuang; Stephen W. Huang; Zhaofeng He (CoRR, 2024)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Ziyang Ma 001; Liumeng Xue; et al. (CoRR, 2024)

StructLM: Towards Building Generalist Models for Structured Knowledge Grounding. - Alex Zhuang; Ge Zhang 009; Tianyu Zheng; Xinrun Du; Junjie Wang; Weiming Ren; Stephen W. Huang; Jie Fu 001; Xiang Yue; Wenhu Chen (CoRR, 2024)

DEEP-ICL: Definition-Enriched Experts for Language Model In-Context Learning. - Xingwei Qu; Yiming Liang; Yucheng Wang; Tianyu Zheng; Tommy Yue; Lei Ma 008; Stephen W. Huang; Jiajun Zhang; Wenhu Chen; Chenghua Lin; Jie Fu 001; Ge Zhang 009 (CoRR, 2024)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xinrun Du; Yiming Liang; Yonggang Jin; Ziqiang Liu; Junting Zhou; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Wang; Ruibin Yuan; Haihong Wu; et al. (CoRR, 2024)

CodeEditorBench: Evaluating Code Editing Capability of Large Language Models. - Jiawei Guo; Ziming Li; Xueling Liu; Kaijing Ma; Tianyu Zheng; Zhouliang Yu; Ding Pan; Yizhi Li; Ruibo Liu; Yue Wang; Shuyue Guo; Xingwei Qu; et al. (CoRR, 2024)

Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model. - Xinrun Du; Zhouliang Yu; Songyang Gao; Ding Pan; Yuyang Cheng; Ziyang Ma 001; Ruibin Yuan; Xingwei Qu; Jiaheng Liu; Tianyu Zheng; Xinchen Luo; Guorui Zhou; et al. (CoRR, 2024)

MuPT: A Generative Symbolic Music Pretrained Transformer. - Xingwei Qu; Yuelin Bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xinrun Du; Shuyue Guo; et al. (CoRR, 2024)

Dynamic Generation of Personalities with Large Language Models. - Jianzhi Liu; Hexiang Gu; Tianyu Zheng; Liuyu Xiang; Huijia Wu; Jie Fu; Zhaofeng He (CoRR, 2024)

GIEBench: Towards Holistic Evaluation of Group Identity-based Empathy for Large Language Models. - Leyan Wang; Yonggang Jin; Tianhao Shen; Tianyu Zheng; Xinrun Du; Chenchen Zhang; Wenhao Huang 001; Jiaheng Liu; Shi Wang 002; Ge Zhang 009; Liuyu Xiang; Zhaofeng He (CoRR, 2024)

I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm. - Yiming Liang; Ge Zhang 009; Xingwei Qu; Tianyu Zheng; Jiawei Guo; Xinrun Du; Zhenzhu Yang; Jiaheng Liu; Chenghua Lin; Lei Ma 008; Wenhao Huang 001; Jiajun Zhang (CoRR, 2024)

Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks. - Tianyu Zheng; Liyuan Han; Tielin Zhang (CoRR, 2024)

SimulBench: Evaluating Language Models with Creative Simulation Tasks. - Qi Jia; Xiang Yue; Tianyu Zheng; Jie Huang; Bill Yuchen Lin (CoRR, 2024)

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation. - Siyuan Fang; Kaijing Ma; Tianyu Zheng; Xinrun Du; Ningxuan Lu; Ge Zhang 009; Qingkun Tang (CoRR, 2024)

Σ-Check: Compressed Σ-protocol Theory from Sum-check. - Shang Gao 006; Chen Qian; Tianyu Zheng; Yu Guo 003; Bin Xiao 001 (IACR Cryptol. ePrint Arch., 2024)

SWattention: designing fast and memory-efficient attention for a new Sunway Supercomputer. - Ruohan Wu; Xianyu Zhu; Junshi Chen; Sha Liu; Tianyu Zheng; Xin Liu 081; Hong An (J. Supercomput., 2024)

MDSK-Net: Multi-scale dynamic segmentation kernel network for renal tumour endoscopic image segmentation. - Minpeng Jiang; LeiLei Li; Chao Xu; Zhengping Li; Chao Nie; Tianyu Zheng; Longyu Li (IET Image Process., 2024)

BFT-Net: A transformer-based boundary feedback network for kidney tumour segmentation. - Tianyu Zheng; Chao Xu; Zhengping Li; Chao Nie; Rubin Xu; Minpeng Jiang; LeiLei Li (IET Commun., 2024)

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation. - Siyuan Fang; Kaijing Ma; Tianyu Zheng; Xeron Du; Ningxuan Lu; Ge Zhang 009; Qingkun Tang (ACL (Findings), 2025)

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale. - Jiawei Guo; Tianyu Zheng; Yizhi Li; Yuelin Bai; Bo Li; Yubo Wang; King Zhu; Graham Neubig; Wenhu Chen; Xiang Yue (ACL (1), 2025)

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark. - Xiang Yue; Tianyu Zheng; Yuansheng Ni; Yubo Wang; Kai Zhang 033; Shengbang Tong; Yuxuan Sun 002; Botao Yu; Ge Zhang 009; Huan Sun 001; Yu Su 001; Wenhu Chen; et al. (ACL (1), 2025)

LIME: Less Is More for MLLM Evaluation. - King Zhu; Qianbo Zang; Shian Jia; Siwei Wu; Feiteng Fang; Yizhi Li; Shuyue Guo; Tianyu Zheng; Jiawei Guo; Bo Li; Haoning Wu; Xingwei Qu; et al. (ACL (Findings), 2025)

MuPT: A Generative Symbolic Music Pretrained Transformer. - Xingwei Qu; Yuelin Bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xeron Du; Shuyue Guo; et al. (ICLR, 2025)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xeron Du; Yiming Liang; Leo Jin; Junting Zhou; Ziqiang Liu; Feiteng Fang; Mingshan Chang; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Moore Wang; et al. (NAACL (Findings), 2025)

Lattice-Based Zero-Knowledge Proofs for Blockchain Confidential Transactions. - Shang Gao 006; Tianyu Zheng; Yu Guo 003; Zhe Peng; Bin Xiao 001 (PKC (5), 2025)

Compressed Sigma Protocols: New Model and Aggregation Techniques. - Yuxi Xue; Tianyu Zheng; Shang Gao 006; Bin Xiao 001; Man Ho Au (IACR Cryptol. ePrint Arch., 2025)

Aligning Instruction Tuning with Pre-training. - Yiming Liang; Tianyu Zheng; Xinrun Du; Ge Zhang 009; Jiaheng Liu; Xingwei Qu; Wenqiang Zu; Xingrun Xing; Chujie Zheng; Lei Ma 008; Wenhu Chen; Guoyin Wang; et al. (CoRR, 2025)

Steel-LLM:From Scratch to Open Source - A Personal Journey in Building a Chinese-Centric LLM. - Qingshui Gu; Shu Li; Tianyu Zheng; Zhaoxiang Zhang 001 (CoRR, 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

YuE: Scaling Open Foundation Models for Long-Form Music Generation. - Ruibin Yuan; Hanfeng Lin; Shuyue Guo; Ge Zhang 009; Jiahao Pan; Yongyi Zang; Haohe Liu; Yiming Liang; Wenye Ma; Xingjian Du; Xinrun Du; Zhen Ye; et al. (CoRR, 2025)

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. - M.-A-P. Team; Siwei Wu; Jincheng Ren; Xinrun Du; Shuyue Guo; Xingwei Qu; Yiming Liang; Jie Liu 047; Yunwen Li; Tianyu Zheng; Boyu Feng; Huaqing Yuan; et al. (CoRR, 2025)

First Return, Entropy-Eliciting Explore. - Tianyu Zheng; Tianshun Xing; Qingshui Gu; Taoran Liang; Xingwei Qu; Xin Zhou 012; Yizhi Li; Zhoufutu Wen; Chenghua Lin; Wenhao Huang 001; Qian Liu; Ge Zhang 009; et al. (CoRR, 2025)