EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture

Authors: Duan, Bowen, Guo, Cong, Wei, Chiyue, Shan, Haoxuan, Fu, Yuzhe, Chen, Xinhua, Xu, Yifan, Zhang, Ziyue, Zhou, Changchun, Li, Hai, Chen, Yiran

Source: 2026 ACM/IEEE 53rd Annual International Symposium on Computer Architecture (ISCA) ISCA Computer Architecture (ISCA), 2026 ACM/IEEE 53rd Annual International Symposium on. :1351-1367 Jun, 2026

Relation: 2026 ACM/IEEE 53rd Annual International Symposium on Computer Architecture (ISCA)

Integrating Hypergolic Metal–Organic Frameworks (HMOFs) into High-Energy Fuels Toward Dense Composite Solid Fuels

Authors: Chen, Xin-Feng^aff1, Weng, Jiao-Lin^aff1, Huang, Mei-Feng^aff1, Chen, Pin-Cheng^aff1, Zhang, Ning-Xin^aff1, Luo, Ming-Long^aff2, Lin, Zu-Jin^aff1, Cui, Meng^{aff3, aff4, aff5}, Guo, Guo-Cong^{aff3, aff4, aff5}, Xu, Jian-Gang^{aff1, aff3, aff4}

Source: Inorganic Chemistry. 65(41):24445-24455

Availability: https://pubs.acs.org/doi/10.1021/acs.inorgchem.6c03993

A Twisted σ‑Bond Mediated by a Lone-Pair in Elemental Sulfur

Authors: Yang, Long-Qi^{aff1, aff2}, Jiang, Xiao-Ming^aff1, Zheng, Fa-Kun^aff1, Guo, Guo-Cong^aff1

Source: Journal of the American Chemical Society. 148(38):40985-40991

Availability: https://pubs.acs.org/doi/10.1021/jacs.6c10187

Pathological Mutation E46K Acts as an Electrostatic Switch to Increase Distant Interdomain Interactions and Promote α‑Synuclein Phase Separation

Authors: Yang, Zhongyuan^aff1, Tang, Yiming^aff1, Wen, Jitao^aff2, Guo, Cong^aff3, Zhou, Yun^aff1, Wang, Zihan^aff1, Pan, Tong^aff1, Tan, Yuan^aff1, Perrett, Sarah^{aff2, aff4}, Wu, Si^{aff2, aff5}, Wei, Guanghong^aff1

Source: JACS Au. 6(8):4537-4549

Availability: https://pubs.acs.org/doi/10.1021/jacsau.6c00631

Risk-Aware, Low-Carbon Operating Windows for Pharmaceutical Wastewater Treatment via Uncertainty-Aware Bayesian Optimization

Authors: Lu, Jian-Yun^{aff1, aff2}, Liu, Qing-Yi^aff2, Wang, Yu-Qi^aff2, Yin, Wan-Xin^aff2, Wei, Jun^aff3, Guo, Cong^aff3, Liu, Li-Hong^aff1, Wang, Hong-Cheng^aff2

Source: ACS ES&T Water. 6(9):6086-6097

Availability: https://pubs.acs.org/doi/10.1021/acsestwater.6c00828

Energetic Metal–Organic Frameworks (EMOFs) as Additives for Composite Solid Propellants: Unlocking the Thermal Catalytic Performance for Potassium Perchlorate

Authors: Qin, Jing^aff1, Fan, Bo-Wen^aff2, Huang, Yan^aff1, Jiang, Peng-Han^aff1, Lin, Wan-Ru^aff1, Yuan, Ruo-Man^aff1, Cui, Meng^aff2, Guo, Guo-Cong^aff2, Xu, Jian-Gang^{aff1, aff2}

Source: Crystal Growth & Design. 26(16):6546-6555

Availability: https://pubs.acs.org/doi/10.1021/acs.cgd.6c00578

Frame Skipping Architecture for Video-Language Model Acceleration

Authors: Shan, Haoxuan, Wei, Chiyue, Guo, Cong, Fu, Yuzhe, Liang, Tian, Li, Hai, Chen, Yiran

Source: Proceedings of the Great Lakes Symposium on VLSI 2026. :824-829

Availability: http://dl.acm.org/doi/10.1145/3787109.3816385

Quantum-Circuit Residuals for Receptor Functional Potency Prediction: Predictive Gains and Quadratic Structure

Authors: Jia, Chenyan, Ma, Yaping, Wang, Yuen, Guo, Cong

Subject Terms: Quantum Physics

Access URL: https://arxiv.org/abs/2610.13037

A Shape-Adaptive Architecture with Disaggregated Quantization for Efficient LLM Serving

Authors: Guo, Cong, Wei, Chiyue, Duan, Bowen, Shan, Haoxuan, Morris III, Benjamin F., He, Yintao, Li, Hai "Helen", Chen, Yiran

Subject Terms: Hardware Architecture, C.1.4, C.3, I.2.7

Access URL: https://arxiv.org/abs/2610.07443

Improving Sample Efficiency in Peptide-HLA Binding Prediction with Hybrid Quantum-Classical Neural Networks

Authors: Jia, Chenyan, Guo, Cong, Chen, Siyue, Ye, Pengpeng, Chen, Xiaochun

Subject Terms: Quantum Physics, Machine Learning

Access URL: https://arxiv.org/abs/2609.19642

Vortex: Bridging Extreme Compression and Efficient LLM Inference

Authors: Shan, Haoxuan, Guo, Cong, Duan, Bowen, Wei, Chiyue, Cheng, Feng, Fu, Yuzhe, He, Yintao, Li, Hai "Helen", Chen, Yiran

Subject Terms: Hardware Architecture

Access URL: https://arxiv.org/abs/2609.12208

HoopMind: A Real-Time Neural Game-Tree System for Opponent-Aware Possession Planning

Authors: Gong, Yibo, Guo, Cong, Ding, Jiacheng

Subject Terms: Machine Learning, Artificial Intelligence, Human-Computer Interaction

Access URL: https://arxiv.org/abs/2608.29563

Boosting 2D Black Phosphorus Ambient Stability: Noncovalent Functionalization Using Viologen Molecules

Authors: Sarkar, Ishan, 1997, Author, Guo, Cong, Author, Peng, Cheng, 1993, Author, Wang, Yu, Author, Li, Yafei, Author, Zhang, Xiaoyan, 1982, Author

Contributors: Sarkar, Ishan, 1997, Author, Guo, Cong, Author, Peng, Cheng, 1993, Author, Wang, Yu, Author, Li, Yafei, Author, Zhang, Xiaoyan, 1982, Author

Source: 2D material-baserad teknologi för industriella applikationer (2D-TECH) Utnyttja Kovalent Kemi på Två-dimensionella Svart Fosfor Nanoflagor Small. 22(25)

Subject Terms: ambient stability, non-covalent functionalization, density functional theory, black phosphorus, viologen derivatives

File Description: electronic

Access URL: https://research.chalmers.se/publication/545759
https://research.chalmers.se/publication/545759/file/545759_Fulltext.pdf

Concentrated and Rapid Heat Release in AP Decomposition: Reductive Ligand–Metal Synergy in Energetic Metal–Organic Frameworks

Authors: Yang, Wen-Jing^aff1, Cui, Meng^{aff2, aff4}, Jiang, Peng-Han^aff1, Zhang, Xiao-Yue^aff3, Xie, Hao-Hui^aff1, Lin, Zu-Jin^aff1, Sun, Cai^{aff2, aff3}, Guo, Guo-Cong^aff2, Xu, Jian-Gang^{aff1, aff2}

Source: Inorganic Chemistry. 65(28):16528-16538

Availability: https://pubs.acs.org/doi/10.1021/acs.inorgchem.6c02333

Unlocking Structural Anisotropy by Guest-Symmetry Modulation Strategy to Achieve Giant Birefringence in Molecular Crystals

Authors: Xie, Chao-Hong^{aff1, aff2}, Li, Yuan-Feng^{aff1, aff2}, Liu, Bin-Wen^{aff1, aff3}, Guo, Guo-Cong^{aff1, aff3}

Source: Journal of the American Chemical Society. 148(25):26575-26584

Availability: https://pubs.acs.org/doi/10.1021/jacs.6c06874

Mechanochemistry Enables Reversible Interfacial Networks for Thermally Conductive Composite Recycling and Stable Thermal Management

Authors: Han, Xu^aff1, Sun, Hongmin^aff1, Hou, Dewang^aff1, Zheng, Kai^aff1, Guo, Cong^aff1, Li, Ruiguang^{aff1, aff2}, Li, Chengjie^{aff1, aff2}

Source: Macromolecules. 59(12):6997-7010

Availability: https://pubs.acs.org/doi/10.1021/acs.macromol.6c00436

Breaking Layered Limitations via Electrostatic-to-Covalent Conversion toward Three-Dimensional T2-Cluster-Based Chalcogenides

Authors: Pei, Shao-Min^{aff1, aff2}, Chen, Jun-Long^{aff1, aff3}, Jiang, Xiao-Ming^{aff1, aff2}, Liu, Bin-Wen^{aff1, aff2}, Guo, Guo-Cong^{aff1, aff2}

Source: Journal of the American Chemical Society. 148(23):24066-24073

Availability: https://pubs.acs.org/doi/10.1021/jacs.6c04225

Recyclable Dynamic Network Composite Enables Effective Electromagnetic Interference Shielding and Thermal Management

Authors: Ma, Shichao^aff1, Hou, Dewang^aff1, Sun, Hongmin^aff1, Zheng, Kai^aff1, Guo, Cong^aff1, Wang, Ying^aff1, Li, Ruiguang^{aff1, aff2}, Li, Chengjie^{aff1, aff2}

Source: ACS Applied Polymer Materials. 8(11):8588-8601

Availability: https://pubs.acs.org/doi/10.1021/acsapm.6c01059

Photocatalytic Flow Synthesis of Acetone from Methane Carbonylation Using Customized Flow Patterns

Authors: Zhang, Wenqing^aff1, Cai, Yuhong^aff1, Cui, Yu^aff1, Ji, Xiaomin^aff2, Chen, Aobo^aff2, Guo, Cong^aff1, Du, Xiaoyan^aff1, Chen, Yihong^aff2, Wang, Xin^aff1, Kong, Tingting^aff1, Xiong, Yujie^{aff1, aff2}

Source: Journal of the American Chemical Society. 148(19):19883-19894

Availability: https://pubs.acs.org/doi/10.1021/jacs.6c02495

Isostructural Energetic Coordination Compounds Based on 1,2-Dimethylimidazole and Cyanoborohydride toward High-Performance Hypergolic Fuels

Authors: Yang, Wen-Jing^aff1, Jiang, Peng-Han^aff1, Xie, Hao-Hui^aff1, Yuan, Ruo-Man^aff1, Kong, Zhen^aff1, Yuan, Chao^aff1, Guo, Guo-Cong^aff2, Cui, Meng^aff2, Xu, Jian-Gang^{aff1, aff2}

Source: Inorganic Chemistry. 65(19):10863-10871

Availability: https://pubs.acs.org/doi/10.1021/acs.inorgchem.6c01552