Off-Grid Compressive Channel Estimation for mm-Wave Massive MIMO With Hybrid Precoding. - Biqing Qi; Wei Wang 076; Ben Wang 002 (IEEE Commun. Lett., 2019)

Two-stage BFGS-based hybrid precoding for mmWave multiuser MIMO systems. - Fuwang Dong; Wei Wang 076; Biqing Qi; Ben Wang 002 (IET Commun., 2019)

Deep Learning with Fractional Order Operaters Lagrangian Method for Space Robot based on Sliding Mode-based Fixed-time Control. - Tongyu Zhao; Guanghui Sun; Biqing Qi; Xiangyu Shao; Dong Zhou 002 (IECON, 2022)

DOA Estimation under GNSS Spoofing Attacks Using a Coprime Array: From a Sparse Reconstruction Viewpoint. - Yuqing Zhao; Feng Shen; Biqing Qi; Zhen Meng (Remote. Sens., 2022)

CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. - Kaiyan Zhang; Ning Ding 002; Biqing Qi; Xuekai Zhu; Xinwei Long; Bowen Zhou 002 (EMNLP, 2023)

Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability. - Junqi Gao; Biqing Qi; Yao Li; Zhichang Guo; Dong Li; Yuming Xing; Dazhi Zhang (NeurIPS, 2023)

PaD: Program-aided Distillation Specializes Large Models in Reasoning. - Xuekai Zhu; Biqing Qi; Kaiyan Zhang; Xingwei Long; Bowen Zhou 002 (CoRR, 2023)

Large Language Models are Zero Shot Hypothesis Proposers. - Biqing Qi; Kaiyan Zhang; Haoxiang Li; Kai Tian; Sihang Zeng; Zhang-Ren Chen; Bowen Zhou 002 (CoRR, 2023)

SMR: State Memory Replay for Long Sequence Modeling. - Biqing Qi; Junqi Gao; Kaiyan Zhang; Dong Li 016; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (ACL (Findings), 2024)

CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following. - Kaiyan Zhang; Jianyu Wang; Ermo Hua; Biqing Qi; Ning Ding 002; Bowen Zhou 002 (ACL (1), 2024)

Interactive Continual Learning: Fast and Slow Thinking. - Biqing Qi; Xinquan Chen; Junqi Gao; Dong Li 016; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (CVPR, 2024)

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making. - Dayuan Fu; Biqing Qi; Yihuai Gao; Che Jiang; Guanting Dong; Bowen Zhou 002 (EMNLP, 2024)

On the token distance modeling ability of higher RoPE attention dimension. - Xiangyu Hong; Che Jiang; Biqing Qi; Fandong Meng; Mo Yu; Bowen Zhou 002; Jie Zhou 016 (EMNLP (Findings), 2024)

Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking. - Zhiyuan Ma 005; Guoli Jia; Biqing Qi; Bowen Zhou 002 (ACM Multimedia, 2024)

On Large Language Models' Hallucination with Regard to Known Facts. - Che Jiang; Biqing Qi; Xiangyu Hong; Dayuan Fu; Yang Cheng; Fandong Meng; Mo Yu; Bowen Zhou 002; Jie Zhou 016 (NAACL-HLT, 2024)

PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning. - Xuekai Zhu; Biqing Qi; Kaiyan Zhang; Xinwei Long; Zhouhan Lin; Bowen Zhou 002 (NAACL-HLT, 2024)

Neural Residual Diffusion Models for Deep Scalable Vision Generation. - Zhiyuan Ma 005; Liangliang Zhao; Biqing Qi; Bowen Zhou 002 (NeurIPS, 2024)

An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning. - Dong Li; Aijia Zhang; Junqi Gao; Biqing Qi (NeurIPS, 2024)

Exploring Adversarial Robustness of Deep State Space Models. - Biqing Qi; Yiang Luo; Junqi Gao; Pengfei Li 011; Kai Tian; Zhiyuan Ma 005; Bowen Zhou 002 (NeurIPS, 2024)

UltraMedical: Building Specialized Generalists in Biomedicine. - Kaiyan Zhang; Sihang Zeng; Ermo Hua; Ning Ding 002; Zhang-Ren Chen; Zhiyuan Ma 005; Haoxin Li; Ganqu Cui; Biqing Qi; Xuekai Zhu; Xingtai Lv; Jinfang Hu; et al. (NeurIPS, 2024)

Investigating Deep Watermark Security: An Adversarial Transferability Perspective. - Biqing Qi; Junqi Gao; Yiang Luo; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (CoRR, 2024)

Interactive Continual Learning: Fast and Slow Thinking. - Biqing Qi; Xingquan Chen; Junqi Gao; Dong Li 016; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (CoRR, 2024)

Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning. - Biqing Qi; Junqi Gao; Xingquan Chen; Dong Li 016; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (CoRR, 2024)

Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process. - Ermo Hua; Biqing Qi; Kaiyan Zhang; Yue Yu 008; Ning Ding 002; Xingtai Lv; Kai Tian; Bowen Zhou 002 (CoRR, 2024)

Exploring Adversarial Robustness of Deep State Space Models. - Biqing Qi; Yang Luo; Junqi Gao; Pengfei Li 011; Kai Tian; Zhiyuan Ma 005; Bowen Zhou 002 (CoRR, 2024)

Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing. - Biqing Qi; Pengfei Li 011; Fangyuan Li; Junqi Gao; Kaiyan Zhang; Bowen Zhou 002 (CoRR, 2024)

Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding. - Kaiyan Zhang; Jianyu Wang; Ning Ding 002; Biqing Qi; Ermo Hua; Xingtai Lv; Bowen Zhou 002 (CoRR, 2024)

Towards Building Specialized Generalist AI with System 1 and System 2 Fusion. - Kaiyan Zhang; Biqing Qi; Bowen Zhou 002 (CoRR, 2024)

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation. - Biqing Qi; Kaiyan Zhang; Kai Tian; Haoxiang Li; Zhang-Ren Chen; Sihang Zeng; Ermo Hua; Jinfang Hu; Bowen Zhou 002 (CoRR, 2024)

SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning. - Biqing Qi; Junqi Gao; Xinquan Chen; Dong Li 016; Weinan Zhang 003; Bowen Zhou 002 (CoRR, 2024)

Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization. - Biqing Qi; Zhouyi Qian; Yiang Luo; Junqi Gao; Dong Li 016; Kaiyan Zhang; Bowen Zhou 002 (CoRR, 2024)

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization. - Ermo Hua; Che Jiang; Xingtai Lv; Kaiyan Zhang; Ning Ding 002; Youbang Sun; Biqing Qi; Yuchen Fan; Xuekai Zhu; Bowen Zhou 002 (CoRR, 2024)

Enhancing Adversarial Transferability via Information Bottleneck Constraints. - Biqing Qi; Junqi Gao; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (IEEE Signal Process. Lett., 2024)

Improving Robustness of Intent Detection Under Adversarial Attacks: A Geometric Constraint Perspective. - Biqing Qi; Bowen Zhou 002; Weinan Zhang 003; Jianxing Liu; Ligang Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast and Slow Gradient Approximation for Binary Neural Network Optimization. - Xinquan Chen; Junqi Gao; Biqing Qi; Dong Li; Yiang Luo; Fangyuan Li; Pengfei Li 011 (AAAI, 2025)

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines. - Xinwei Long; Zhiyuan Ma 005; Ermo Hua; Kaiyan Zhang; Biqing Qi; Bowen Zhou 002 (AAAI, 2025)

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning. - Junqi Gao; Xiang Zou; Ying Ai; Dong Li; Yichen Niu; Biqing Qi; Jianxing Liu (ACL (1), 2025)

Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process. - Ermo Hua; Biqing Qi; Kaiyan Zhang; Kai Tian; Xingtai Lv; Ning Ding 002; Bowen Zhou 002 (ACL (1), 2025)

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System. - Haoyang Su; Renqi Chen; Shixiang Tang; Zhenfei Yin; Xinzhe Zheng 001; Jinzhe Li; Biqing Qi; Qi Wu; Hui Li 037; Wanli Ouyang; Philip Torr 001; Bowen Zhou 002; et al. (ACL (1), 2025)

Less is More: Efficient Model Merging with Binary Task Switch. - Biqing Qi; Fangyuan Li; Zhen Wang 004; Junqi Gao; Dong Li 016; Peng Ye 006; Bowen Zhou 002 (CVPR, 2025)

OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees. - Kaiyan Zhang; Jiayuan Zhang 001; Haoxin Li; Xuekai Zhu; Ermo Hua; Xingtai Lv; Ning Ding 002; Biqing Qi; Bowen Zhou 002 (ICLR, 2025)

FDphormer: Beyond Homophily with Feature-Difference Position Encoding. - Dong Li; Aijia Zhang; Huan Xiong; Biqing Qi; Junqi Gao (ACM Trans. Knowl. Discov. Data, 2025)

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling. - Runze Liu 002; Junqi Gao; Jian Zhao; Kaiyan Zhang; Xiu Li 001; Biqing Qi; Wanli Ouyang; Bowen Zhou 002 (CoRR, 2025)

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform. - Chenyu Huang; Peng Ye 006; Xiaohui Wang; Shenghe Zheng; Biqing Qi; Lei Bai 001; Wanli Ouyang; Tao Chen 003 (CoRR, 2025)

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning. - Jian Zhao; Runze Liu 002; Kaiyan Zhang; Zhimu Zhou; Junqi Gao; Dong Li 016; Jiafei Lyu; Zhouyi Qian; Biqing Qi; Xiu Li 001; Bowen Zhou 002 (CoRR, 2025)

TTRL: Test-Time Reinforcement Learning. - Yuxin Zuo; Kaiyan Zhang; Shang Qu; Li Sheng; Xuekai Zhu; Biqing Qi; Youbang Sun; Ganqu Cui; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data. - Ruikun Li 008; Yan Lu 001; Shixiang Tang; Biqing Qi; Wanli Ouyang (CoRR, 2025)

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows. - Qiushi Sun; Zhoumianze Liu; Chang Ma; Zichen Ding 002; Fangzhi Xu; Zhangyue Yin; Haiteng Zhao; Zhenyu Wu; Kanzhi Cheng; Zhaoyang Liu 001; Jianing Wang 002; Qintong Li; et al. (CoRR, 2025)

Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration. - Junqi Gao; Zhichang Guo; Dazhi Zhang; Dong Li; Runze Liu; Pengfei Li; Kai Tian; Biqing Qi (CoRR, 2025)

Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning. - Biqing Qi; Junqi Gao; Xinquan Chen; Dong Li 016; Jianxing Liu; Ligang Wu 001; Bowen Zhou 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? - Xuetian Chen; Yinghao Chen; Xinfeng Yuan; Zhuo Peng; Lu Chen; Yuekeng Li; Zhoujia Zhang; Yingqian Huang; Leyan Huang; Jiaqing Liang; Tianbao Xie; Zhiyong Wu 003; et al. (CoRR, 2025)

SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy. - Zhuo Yang; Jiaqing Xie; Shuaike Shen; Daolang Wang; Yeyun Chen; Ben Gao; Shuzhou Sun; Biqing Qi; Dongzhan Zhou; Lei Bai 001; Linjiang Chen; Shufei Zhang; et al. (CoRR, 2025)

T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval. - Dong Li; Yichen Niu; Ying Ai; Xiang Zou; Biqing Qi; Jianxing Liu (CoRR, 2025)

ReviewRL: Towards Automated Scientific Review with RL. - Sihang Zeng; Kai Tian; Kaiyan Zhang; Yuru wang; Junqi Gao; Runze Liu 002; Sa Yang; Jingxuan Li; Xinwei Long; Jiaheng Ma; Biqing Qi; Bowen Zhou 002 (CoRR, 2025)

Chem3DLLM: 3D Multimodal Large Language Models for Chemistry. - Lei Jiang; Shuzhou Sun; Biqing Qi; Yuchen Fu; Xiaohua Xu; Yuqiang Li; Dongzhan Zhou; Tianfan Fu (CoRR, 2025)

Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs. - Xiangqi Jin; Yuxuan Wang; Yifeng Gao; Zichen Wen; Biqing Qi; Dongrui Liu; Linfeng Zhang (CoRR, 2025)