Jun Zhang

34 papers A* 6A 1Misc 1Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interleaved Tool-Call Reasoning for Protein Function Understanding.
CoRR
Chuanliu Fan, Zicheng Ma, Huanran Meng, Aijia Zhang, Wenjie Du, Jun Zhang, Yi Qin Gao, Ziqiang Cao, Guohong Fu
2026 — conf
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization.
EACL (Findings)
Mingbo Song, Heming Xia, Jun Zhang, Chak Tou Leong, Qiancheng Xu, Wenjie Li, Sujian Li
2025 J jnl
${\sf CHASe}$CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning.
IEEE Trans. Knowl. Data Eng.
Jun Zhang, Jue Wang, Huan Li, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning.
CoRR
Jun Zhang, Jue Wang, Huan Li, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model.
CoRR
Chuanliu Fan, Ziqiang Cao, Zicheng Ma, Nan Yu, Yimin Peng, Jun Zhang, Yiqin Gao, Guohong Fu
2025 A* conf
FloE: On-the-Fly MoE Inference on Memory-constrained GPU.
ICML
Yuxin Zhou, Zheng Li, Jun Zhang, Jue Wang, Yiping Wang, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
FloE: On-the-Fly MoE Inference on Memory-constrained GPU.
CoRR
Yuxin Zhou, Zheng Li, Jun Zhang, Jue Wang, Yiping Wang, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
HMI: Hierarchical Knowledge Management for Efficient Multi-Tenant Inference in Pretrained Language Models.
CoRR
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Qin Xie, Guiming Xie, Xuejian Gong
2025 J jnl
HMI: hierarchical knowledge management for efficient multi-tenant inference in pretrained language models.
VLDB J.
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Qin Xie, Guiming Xie, Xuejian Gong
2025 J jnl
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization.
CoRR
Mingbo Song, Heming Xia, Jun Zhang, Chak Tou Leong, Qiancheng Xu, Wenjie Li, Sujian Li
2025 — conf
LlaMol: A Unified Molecule Designer via Preference Ranking and Numerical Enhancement.
BIBM
Chuanliu Fan, Zicheng Ma, Wenjie Du, Nan Yu, Jun Zhang, Ziqiang Cao, Yi Qin Gao, Guohong Fu
2025 J jnl
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.
CoRR
Zhaochen Su, Linjie Li, Mingyang Song, Yunzhuo Hao, Zhengyuan Yang, Jun Zhang, Guanjie Chen, Jiawei Gu, Juntao Li, Xiaoye Qu, Yu Cheng
2025 J jnl
Preventing the Popular Item Embedding Based Attack in Federated Recommendations.
CoRR
Jun Zhang, Huan Li, Dazhong Rong, Yan Zhao, Ke Chen, Lidan Shou
2025 J jnl
Prot2Chat: Protein LLM with Early Fusion of Sequence and Structure.
CoRR
Zhicong Wang, Zicheng Ma, Ziqiang Cao, Changlong Zhou, Jun Zhang, Yiqin Gao
2025 J jnl
ProtTeX-CC: Activating In-Context Learning in Protein LLM via Two-Stage Instruction Compression.
CoRR
Chuanliu Fan, Zicheng Ma, Jun Gao, Nan Yu, Jun Zhang, Ziqiang Cao, Yi Qin Gao, Guohong Fu
2025 J jnl
ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models.
CoRR
Zicheng Ma, Chuanliu Fan, Zhicong Wang, Zhenyu Chen, Xiaohan Lin, Yanheng Li, Shihao Feng, Jun Zhang, Ziqiang Cao, Yi Qin Gao
2025 A* conf
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration.
ICLR
Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li
2025 A* conf
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.
EMNLP
Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li
2025 J jnl
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.
CoRR
Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li
2025 A* conf
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models.
ICLR
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Yang You, Guiming Xie, Xuejian Gong, Kunlong Zhou
2025 J jnl
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models.
CoRR
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Yang You, Guiming Xie, Xuejian Gong, Kunlong Zhou
2024 J jnl
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM.
CoRR
Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng
2024 A* conf
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs.
NeurIPS
Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng
2024 Misc conf
Contrastive Learning with High-Quality and Low-Quality Augmented Data for Query-Focused Summarization.
ICASSP
Shaoyao Huang, Ziqiang Cao, Luozheng Qin, Jun Gao, Jun Zhang
2024 — conf
Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding.
ACL (1)
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
2024 — conf
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
ACL (1)
Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang
2024 J jnl
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
CoRR
Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang
2024 A* conf
Preventing the Popular Item Embedding Based Attack in Federated Recommendations.
ICDE
Jun Zhang, Huan Li, Dazhong Rong, Yan Zhao, Ke Chen, Lidan Shou
2024 J jnl
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration.
CoRR
Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li
2024 A conf
TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model.
ECAI
Xu Yan, Lei Geng, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
2024 J jnl
Timo: Towards Better Temporal Reasoning for Language Models.
CoRR
Zhaochen Su, Jun Zhang, Tong Zhu, Xiaoye Qu, Juntao Li, Min Zhang, Yu Cheng
2023 J jnl
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding.
CoRR
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
2023 — conf
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model.
EMNLP (Findings)
Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
2023 J jnl
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model.
CoRR
Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang