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zhang hao search zhang hao zhang hao home experience publications cv light dark automatic hao zhang senior research scientist balyasny asset management l p biography hi my name is hao zhang 张豪 i am currently a senior research scientist at balyasny asset management l p bam working on financial ai and modeling my research interests primarily focus on developing techniques including agent harness agentic automl alpha feature mining causal reasoning financial reasoning and reinforcement learning to enhance the capabilities of financial models and apply them into trading and addressing real challenges before joining bam i was a senior research scientist at alibaba damo academy singapore r d center where i worked on multimodal llms for over a year and a principal engineer at huawei noah s ark lab for approximately two years i earned my ph d in artificial intelligence from the college of computing and data science at nanyang technological university ntu singapore in july 2022 under the supervision of professor aixin sun i also hold an m sc degree from the school of electrical and electronic engineering at ntu completed in june 2016 research community services area chair acl rolling review reviewer acl rolling review acl emnlp cvpr eccv neurips iclr aaai ijcai www kdd sigir coling mm co organizer interactive recommendation system workshop wsdm 2023 interests financial ai and modeling agents and harness complex reasoning and rl large language model large multimodal model education phd in artificial intelligence 2019 2022 nanyang technological university singapore msc in communications engineering 2015 2016 nanyang technological university singapore beng in communications engineering 2011 2015 dalian university of technology china experience senior research scientist balyasny asset management l p january 2026 present singapore working on financial ai and modeling including agent harness agentic automl alpha feature mining causal reasoning reinforcement learning etc staff algorithm engineer singapore r d center damo academy alibaba group september 2024 november 2025 singapore led the multimodal foundation model project and ai research in lasa team damo academy principal engineer noah s ark lab singapore research center huawei international july 2022 august 2024 singapore worked on pangu llm and co led search agent project at noah s ark lab senior research engineer agency for science technology and research july 2016 june 2022 singapore senior research engineer principal investigator centre for frontier ai research from jan 2022 to jun 2022 research engineer institute of high performance computing from jul 2016 to dec 2021 publications quickly discover relevant content by filtering publications sicong leng jing wang jiaxi li hao zhang zhiqiang hu boqiang zhang yuming jiang hang zhang xin li lidong bing deli zhao wei lu yu rong aixin sun shijian lu 2026 mmr1 enhancing multimodal reasoning with variance aware sampling and open resources in cvpr preprint pdf cite code dataset project cvpr 26 ziyue wang sheng jin zhongrong zuo jiawei wu han qiu qi she hao zhang xudong jiang 2026 video ktr reinforcing video reasoning via key token attribution in iclr preprint pdf cite code iclr 26 kuan zou aixin sun xuemeng jiang yitong ji hao zhang jing wang ruijie guo 2026 hesitation and tolerance in recommender systems in chi preprint pdf cite doi chi 26 guizhen chen weiwen xu hao zhang hou pong chan deli zhao anh tuan luu yu rong 2025 geopqa bridging the visual perception gap in mllms for geometric reasoning in emnlp preprint pdf cite code dataset emnlp 25 yu sun xingyu qian weiwen xu hao zhang chenghao xiao long li yu rong wenbing huang qifeng bai tingyang xu 2025 reasonmed a 370k multi agent generated dataset for advancing medical reasoning in emnlp sac highlights preprint pdf cite code dataset project award emnlp 25 see all publications 2019 2026 zhang hao cite copy download