Biqing Qi

34 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×12 NeurIPS ×7 AAAI ×4 EMNLP ×3 ACM MM ×2 CVPR ×2 NAACL ×2 ICLR ×1 ICML ×1

Frequent coauthors

Bowen Zhou

×25

Kaiyan Zhang

×12

Junqi Gao

×11

Ermo Hua

×8

Ning Ding

×7

Dong Li

×6

Che Jiang

×6

Zhiyuan Ma

×6

Pengfei Li

×5

Jianxing Liu

×5

Kai Tian

×5

Xuekai Zhu

×5

Papers

A Survey of Inductive Reasoning for Large Language Models
ACL 2026 ·
Kedi Chen
,
Dezhao Ruan
,
Yuhao Dan
,
Yaoting Wang
,
Siyu Yan
,
Xuecheng Wu
,
Yinqi Zhang
,
Qin Chen
,
Jie Zhou
,
Liang He
, Biqing Qi,
Linyang Li
,
Qipeng Guo
,
Xiaoming Shi
,
Wei Zhang
D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
AAAI 2026 ·
Evelyn Zhang
,
Fufu Yu
,
Aoqi Wu
,
Zichen Wen
,
Ke Yan
,
Shouhong Ding
, Biqing Qi,
Linfeng Zhang
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
AAAI 2026 ·
Jian Zhao
,
Runze Liu
,
Kaiyan Zhang
,
Zhimu Zhou
,
Junqi Gao
,
Dong Li
,
Jiafei Lyu
,
Zhouyi Qian
, Biqing Qi,
Xiu Li
,
Bowen Zhou
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
ACL 2026 ·
Hao Li
,
Yiqun Zhang
,
Zhaoyan Guo
,
Chenxu Wang
,
Shengji Tang
,
Qiaosheng Zhang
,
Yang Chen
, Biqing Qi,
Peng Ye
,
Lei Bai
,
Zhen Wang
,
Shuyue Hu
MARS²: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
ACL 2026 ·
Pengfei Li
,
Shijie Wang
,
Fangyuan Li
,
Yikun Fu
,
Kaifeng Liu
,
Kaiyan Zhang
,
Dazhi Zhang
,
Yuqiang Li
, Biqing Qi,
Bowen Zhou
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
ACL 2026 ·
Yuhua Jiang
,
Shuang Cheng
,
Yihao Liu
,
Ermo Hua
,
Che Jiang
,
Weigao Sun
,
Yu Cheng
,
Feifei Gao
, Biqing Qi,
Bowen Zhou
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
ACL 2026 ·
Shuang Cheng
,
Yuhua Jiang
,
Zineng Zhou
,
Dawei Liu
,
Tao Wang
,
Linfeng Zhang
, Biqing Qi,
Bowen Zhou
SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
ACL 2026 ·
Shuang Cheng
,
Yihan Bian
,
Dawei Liu
,
Yuhua Jiang
,
Yihao Liu
,
Linfeng Zhang
,
Qian Yao
,
Zhongbo Tian
,
Wenhai Wang
,
Qipeng Guo
,
Kai Chen
, Biqing Qi,
Bowen Zhou
WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
ACL 2026 ·
Fangyuan Li
,
Pengfei Li
,
Shijie Wang
,
Junqi Gao
,
Jianxing Liu
, Biqing Qi,
Yuqiang Li
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
NeurIPS 2025 ·
Junqi Gao
,
Zhichang Guo
,
Dazhi Zhang
,
Dong Li
,
Runze Liu
,
Pengfei Li
,
Kai Tian
, Biqing Qi
DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
NeurIPS 2025 ·
Xiangyu Hong
,
Che Jiang
,
Kai Tian
, Biqing Qi,
Youbang Sun
,
Ning Ding
,
Bowen Zhou
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025 ·
Xinquan Chen
,
Junqi Gao
, Biqing Qi,
Dong Li
,
Yiang Luo
,
Fangyuan Li
,
Pengfei Li
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
ICML 2025 ·
Ermo Hua
,
Che Jiang
,
Xingtai Lv
,
Kaiyan Zhang
,
Youbang Sun
,
Yuchen Fan
,
Xuekai Zhu
, Biqing Qi,
Ning Ding
,
Bowen Zhou
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
ACL 2025 ·
Junqi Gao
,
Xiang Zou
,
Ying Ai
,
Dong Li
,
Yichen Niu
, Biqing Qi,
Jianxing Liu
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
ACL 2025 ·
Ermo Hua
, Biqing Qi,
Kaiyan Zhang
,
Kai Tian
,
Xingtai Lv
,
Ning Ding
,
Bowen Zhou
Less is More: Efficient Model Merging with Binary Task Switch
CVPR 2025 · Biqing Qi,
Fangyuan Li
,
Zhen Wang
,
Junqi Gao
,
Dong Li
,
Peng Ye
,
Bowen Zhou
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
ACL 2025 ·
Haoyang Su
,
Renqi Chen
,
Shixiang Tang
,
Zhenfei Yin
,
Xinzhe Zheng
,
Jinzhe Li
, Biqing Qi,
Qi Wu
,
Hui Li
,
Wanli Ouyang
,
Philip Torr
,
Bowen Zhou
,
Nanqing Dong
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
ICLR 2025 ·
Kaiyan Zhang
,
Jiayuan Zhang
,
Haoxin Li
,
Xuekai Zhu
,
Ermo Hua
,
Xingtai Lv
,
Ning Ding
, Biqing Qi,
Bowen Zhou
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
AAAI 2025 ·
Xinwei Long
,
Zhiyuan Ma
,
Ermo Hua
,
Kaiyan Zhang
, Biqing Qi,
Bowen Zhou
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025 ·
Sihang Zeng
,
Kai Tian
,
Kaiyan Zhang
,
Yuru Wang
,
Junqi Gao
,
Runze Liu
,
Sa Yang
,
Jingxuan Li
,
Xinwei Long
,
Jiaheng Ma
, Biqing Qi,
Bowen Zhou
T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval
ACM MM 2025 ·
Dong Li
,
Yichen Niu
,
Ying Ai
,
Xiang Zou
, Biqing Qi,
Jianxing Liu
TTRL: Test-Time Reinforcement Learning
NeurIPS 2025 ·
Yuxin Zuo
,
Kaiyan Zhang
,
Li Sheng
,
Shang Qu
,
Ganqu Cui
,
Xuekai Zhu
,
Haozhan Li
,
Yuchen Zhang
,
Xinwei Long
,
Ermo Hua
, Biqing Qi,
Youbang Sun
,
Zhiyuan Ma
,
Lifan Yuan
,
Ning Ding
,
Bowen Zhou
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
NeurIPS 2024 ·
Dong Li
,
Aijia Zhang
,
Junqi Gao
, Biqing Qi
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
ACL 2024 ·
Kaiyan Zhang
,
Jianyu Wang
,
Ermo Hua
, Biqing Qi,
Ning Ding
,
Bowen Zhou
Exploring Adversarial Robustness of Deep State Space Models
NeurIPS 2024 · Biqing Qi,
Yiang Luo
,
Junqi Gao
,
Pengfei Li
,
Kai Tian
,
Zhiyuan Ma
,
Bowen Zhou
Interactive Continual Learning: Fast and Slow Thinking
CVPR 2024 · Biqing Qi,
Xinquan Chen
,
Junqi Gao
,
Dong Li
,
Jianxing Liu
,
Ligang Wu
,
Bowen Zhou
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
EMNLP 2024 ·
Dayuan Fu
, Biqing Qi,
Yihuai Gao
,
Che Jiang
,
Guanting Dong
,
Bowen Zhou
Neural Residual Diffusion Models for Deep Scalable Vision Generation
NeurIPS 2024 ·
Zhiyuan Ma
,
Liangliang Zhao
, Biqing Qi,
Bowen Zhou
On Large Language Models' Hallucination with Regard to Known Facts
NAACL 2024 ·
Che Jiang
, Biqing Qi,
Xiangyu Hong
,
Dayuan Fu
,
Yang Cheng
,
Fandong Meng
,
Mo Yu
,
Bowen Zhou
,
Jie Zhou
On the token distance modeling ability of higher RoPE attention dimension
EMNLP 2024 ·
Xiangyu Hong
,
Che Jiang
, Biqing Qi,
Fandong Meng
,
Mo Yu
,
Bowen Zhou
,
Jie Zhou
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
NAACL 2024 ·
Xuekai Zhu
, Biqing Qi,
Kaiyan Zhang
,
Xinwei Long
,
Zhouhan Lin
,
Bowen Zhou
SMR: State Memory Replay for Long Sequence Modeling
ACL 2024 · Biqing Qi,
Junqi Gao
,
Kaiyan Zhang
,
Dong Li
,
Jianxing Liu
,
Ligang Wu
,
Bowen Zhou
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
ACM MM 2024 ·
Zhiyuan Ma
,
Guoli Jia
, Biqing Qi,
Bowen Zhou
UltraMedical: Building Specialized Generalists in Biomedicine
NeurIPS 2024 ·
Kaiyan Zhang
,
Sihang Zeng
,
Ermo Hua
,
Ning Ding
,
Zhang-Ren Chen
,
Zhiyuan Ma
,
Haoxin Li
,
Ganqu Cui
, Biqing Qi,
Xuekai Zhu
,
Xingtai Lv
,
Jinfang Hu
,
Zhiyuan Liu
,
Bowen Zhou